geocoded 1000+ institutions from the dataset so far

2 files changed, 2815 insertions, 0 deletions

diff --git a/reports/institutions_found.csv b/reports/institutions_found.csv
new file mode 100644
index 00000000..d1fce0a4
--- /dev/null
+++ b/reports/institutions_found.csv
@@ -0,0 +1,1042 @@
+AALTO UNIVERSITY,60.18558755,24.824273298775,"Aalto, 24, Otakaari, Otaniemi, Suur-Tapiola, Espoo, Helsingin seutukunta, Uusimaa, Etelä-Suomi, Manner-Suomi, 02150, Suomi"

+AI Institute,-34.6102167,-58.3752244291708,"INDEC, 609, Avenida Presidente Julio A. Roca, Microcentro, Comuna 1, Monserrat, CABA, C1067ABB, Argentina"

+ALICE Institute,-8.82143045,13.2347076178375,"Instituto Superior de Ciências da Educação (ISCED), Rua Salvador Allende (Salvador Guillermo Allende Gossens), Maculusso, Maianga, Município de Luanda, Luanda, 927, Angola"

+ARISTOTLE UNIVERSITY OF THESSALONIKI,40.62984145,22.9588934957528,"Αριστοτέλειο Πανεπιστήμιο Θεσσαλονίκης, Εγνατία, Σαράντα Εκκλησίες, Ευαγγελίστρια, Θεσσαλονίκη, Δήμος Θεσσαλονίκης, Περιφερειακή Ενότητα Θεσσαλονίκης, Περιφέρεια Κεντρικής Μακεδονίας, Μακεδονία - Θράκη, 54124, Ελλάδα"

+"Aalborg University, Denmark",57.01590275,9.97532826658991,"AAU, Pontoppidanstræde, Sønder Tranders, Aalborg, Aalborg Kommune, Region Nordjylland, 9220, Danmark"

+"Aberystwyth University, UK",52.4107358,-4.05295500914411,"Aberystwyth University, Llanbadarn Campus, Cefn Esgair, Waun Fawr, Comins Coch, Ceredigion, Wales, SY23 3JG, UK"

+Akita Prefectural University,39.8011499,140.045911602376,"秋田県立大学, 秋田天王線, 潟上市, 秋田県, 東北地方, 011-0946, 日本"

+"Akita Prefectural University, Yurihonjo, Japan",39.39325745,140.073500465928,"秋田県立大学, 日本海東北自動車道（無料区間）, 八幡前, 由利本荘市, 秋田県, 東北地方, 〒015-0836, 日本"

+Akita University,39.7278142,140.133225661449,"秋田大学手形キャンパス, 秋田八郎潟線, 手形字扇田, 広面, 秋田市, 秋田県, 東北地方, 010-0864, 日本"

+"Akita University, Akita, Japan",39.7291921,140.136565773585,"秋田大学鉱業博物館, 2, 秋田八郎潟線, 手形字扇田, 広面, 秋田市, 秋田県, 東北地方, 010-8502, 日本"

+"Alexandria University, Alexandria, Egypt",31.21051105,29.9131456239399,"جامعة الإسكندرية, الكورنيش, إبراهيمية, الإسكندرية, 21522, مصر"

+"American University, Washington, DC, USA",38.93804505,-77.0893922365193,"American University, 4400, Massachusetts Avenue Northwest, Spring Valley, American University Park, D.C., 20016, USA"

+Amherst College,42.37289,-72.518814,"Amherst College, Boltwood Avenue, Amherst, Hampshire, Massachusetts, 01004, USA"

+Amirkabir University of Technology,35.704514,51.4097205774739,"دانشگاه صنعتی امیرکبیر, ولی عصر, میدان ولیعصر, منطقه ۶ شهر تهران, تهران, بخش مرکزی شهرستان تهران, شهرستان تهران, استان تهران, نبش برادران مظفر, ‏ایران‎"

+"Amirkabir University of Technology, Tehran",35.704514,51.4097205774739,"دانشگاه صنعتی امیرکبیر, ولی عصر, میدان ولیعصر, منطقه ۶ شهر تهران, تهران, بخش مرکزی شهرستان تهران, شهرستان تهران, استان تهران, نبش برادران مظفر, ‏ایران‎"

+"Amirkabir University of Technology, Tehran. Iran",35.704514,51.4097205774739,"دانشگاه صنعتی امیرکبیر, ولی عصر, میدان ولیعصر, منطقه ۶ شهر تهران, تهران, بخش مرکزی شهرستان تهران, شهرستان تهران, استان تهران, نبش برادران مظفر, ‏ایران‎"

+"Amity University, Lucknow, India",26.85095965,81.0495096452828,"Amity University, Faizabad Road, Uttardhauna, Gomti Nagar, Tiwariganj, Lucknow, Uttar Pradesh, 226010, India"

+Anna University,13.0105838,80.2353736,"Anna University, Nuclear Physics Road, Srinagar Colony, Ward 171, Zone 13 Adyar, Chennai, Chennai district, Tamil Nadu, 600025, India"

+"Anna University Chennai, India",13.0105838,80.2353736,"Anna University, Nuclear Physics Road, Srinagar Colony, Ward 171, Zone 13 Adyar, Chennai, Chennai district, Tamil Nadu, 600025, India"

+"Anna University, Chennai",13.0105838,80.2353736,"Anna University, Nuclear Physics Road, Srinagar Colony, Ward 171, Zone 13 Adyar, Chennai, Chennai district, Tamil Nadu, 600025, India"

+Aristotle University of Thessaloniki,40.62984145,22.9588934957528,"Αριστοτέλειο Πανεπιστήμιο Θεσσαλονίκης, Εγνατία, Σαράντα Εκκλησίες, Ευαγγελίστρια, Θεσσαλονίκη, Δήμος Θεσσαλονίκης, Περιφερειακή Ενότητα Θεσσαλονίκης, Περιφέρεια Κεντρικής Μακεδονίας, Μακεδονία - Θράκη, 54124, Ελλάδα"

+Aristotle University of Thessaloniki GR,40.62984145,22.9588934957528,"Αριστοτέλειο Πανεπιστήμιο Θεσσαλονίκης, Εγνατία, Σαράντα Εκκλησίες, Ευαγγελίστρια, Θεσσαλονίκη, Δήμος Θεσσαλονίκης, Περιφερειακή Ενότητα Θεσσαλονίκης, Περιφέρεια Κεντρικής Μακεδονίας, Μακεδονία - Θράκη, 54124, Ελλάδα"

+"Aristotle University of Thessaloniki, GR-54124 Thessaloniki, Greece",40.62984145,22.9588934957528,"Αριστοτέλειο Πανεπιστήμιο Θεσσαλονίκης, Εγνατία, Σαράντα Εκκλησίες, Ευαγγελίστρια, Θεσσαλονίκη, Δήμος Θεσσαλονίκης, Περιφερειακή Ενότητα Θεσσαλονίκης, Περιφέρεια Κεντρικής Μακεδονίας, Μακεδονία - Θράκη, 54124, Ελλάδα"

+"Aristotle University of Thessaloniki, Greece",40.62984145,22.9588934957528,"Αριστοτέλειο Πανεπιστήμιο Θεσσαλονίκης, Εγνατία, Σαράντα Εκκλησίες, Ευαγγελίστρια, Θεσσαλονίκη, Δήμος Θεσσαλονίκης, Περιφερειακή Ενότητα Θεσσαλονίκης, Περιφέρεια Κεντρικής Μακεδονίας, Μακεδονία - Θράκη, 54124, Ελλάδα"

+Arizona State University,33.30715065,-111.676531568996,"Arizona State University Polytechnic campus, East Texas Avenue, Mesa, Maricopa County, Arizona, 85212, USA"

+"Arizona State University, AZ, USA",33.30715065,-111.676531568996,"Arizona State University Polytechnic campus, East Texas Avenue, Mesa, Maricopa County, Arizona, 85212, USA"

+"Arizona State University, Tempe AZ",33.4206602,-111.932634924965,"Arizona State University, Palm Walk, Tempe, Maricopa County, Arizona, 85287, USA"

+"Asia Pacific University of Technology and Innovation, Kuala Lumpur 57000, Malaysia",3.0552109,101.7005831,"Asia Pacific University of Technology and Innovation (APU), Astro North Entrance, Astro, Sungai Besi, KL, 57000, Malaysia"

+Australian Institute of Sport,-35.24737535,149.104454269689,"Australian Institute of Sport, Glenn McGrath Street, Bruce, Belconnen, Australian Capital Territory, 2617, Australia"

+Australian National University,-37.81354365,144.971791681654,"Australian National University, 52, Collins Street, Melbourne City, City of Melbourne, Victoria, 3000, Australia"

+"Australian National University, Canberra",-35.28121335,149.11665331324,"Australian National University, Garran Road, Acton, Canberra, Canberra Central, Australian Capital Territory, 2601, Australia"

+"Australian National University, Canberra, ACT 0200, Australia",-35.28121335,149.11665331324,"Australian National University, Garran Road, Acton, Canberra, Canberra Central, Australian Capital Territory, 2601, Australia"

+"Azad University, Qazvin, Iran",36.3173432,50.0367286,"پل دانشگاه آزاد, باراجین, پونک ۳, قزوین, بخش مرکزی, شهرستان قزوین, استان قزوین, ‏ایران‎"

+B.S. University of Central Florida,28.59899755,-81.1971250118395,"University of Central Florida, Libra Drive, University Park, Orange County, Florida, 32816, USA"

+Bahcesehir University,41.02451875,28.9769795349346,"BAU Galata, 24, Kemeraltı Caddesi, Müeyyedzade, Beyoğlu, İstanbul, Marmara Bölgesi, 34425, Türkiye"

+Banaras Hindu University,25.2662887,82.9927969,"काशी हिन्दू विश्वविद्यालय, Semi Circle Road 2, ワーラーナシー, Jodhpur Colony, Vārānasi, Varanasi, Uttar Pradesh, 221005, India"

+Bangalore Institute of Technology,12.9551259,77.5741985,"Bangalore Institute of Technology, Krishna Rajendra Road, Mavalli, Vishveshwara Puram, South Zone, Bengaluru, Bangalore Urban, Karnataka, 560004, India"

+"Bapuji Institute of Engineering and Technology Davanagere, Karnataka, India",14.4443949,75.9027655185535,"Bapuji Institute of Engineering and Technology, 2nd Cross Road, K.T. Jambanna Nagara, Davanagere, Davanagere taluku, Davanagere district, Karnataka, 577000, India"

+"Bar Ilan University, Israel",32.06932925,34.8433433861531,"אוניברסיטת בר אילן, כביש גהה, גבעת שמואל, קריית מטלון, גבעת שמואל, מחוז תל אביב, NO, ישראל"

+Bas kent University,52.08340265,5.14828494152362,"University College Utrecht 'Babel', 7, Campusplein, Utrecht, Nederland, 3584 ED, Nederland"

+Beckman Institute,40.11571585,-88.2275077179639,"Beckman Institute, The Presidents' Walk, Urbana, Champaign County, Illinois, 61801-2341, USA"

+Beihang University,39.9808333,116.341012492788,"北京航空航天大学, 37, 学院路, 五道口, 后八家, 海淀区, 100083, 中国"

+"Beihang University, Beijing 100191, China",39.9808333,116.341012492788,"北京航空航天大学, 37, 学院路, 五道口, 后八家, 海淀区, 100083, 中国"

+"Beijing Institute of Technology University, P. R. China",39.9586652,116.309712808455,"北京理工大学, 5, 中关村南大街, 中关村, 稻香园南社区, 海淀区, 北京市, 100872, 中国"

+"Beijing Institute of Technology, Beijing 100081 CHINA",39.9586652,116.309712808455,"北京理工大学, 5, 中关村南大街, 中关村, 稻香园南社区, 海淀区, 北京市, 100872, 中国"

+"Beijing Institute of Technology, Beijing, China",39.9586652,116.309712808455,"北京理工大学, 5, 中关村南大街, 中关村, 稻香园南社区, 海淀区, 北京市, 100872, 中国"

+"Beijing Institute of Technology, China",39.9586652,116.309712808455,"北京理工大学, 5, 中关村南大街, 中关村, 稻香园南社区, 海淀区, 北京市, 100872, 中国"

+Beijing Jiaotong University,39.94976005,116.33629045844,"北京交通大学, 银杏大道, 稻香园南社区, 海淀区, 北京市, 100044, 中国"

+"Beijing Normal University, China",39.96014155,116.359704380265,"北京师范大学, 19, 新街口外大街, 西城区, 100875, 中国"

+"Beijing Union University, 100101, China",39.9890068,116.420677175386,"北京联合大学, 北四环东路, 飘亮阳光广场, 太阳宫乡, 朝阳区 / Chaoyang, 北京市, 100012, 中国"

+Beijing University of Posts and Telecommunications,39.9601488,116.351939210403,"北京邮电大学, 西土城路, 海淀区, 北京市, 100082, 中国"

+"Beijing University of Posts and Telecommunications, Beijing, China",39.9601488,116.351939210403,"北京邮电大学, 西土城路, 海淀区, 北京市, 100082, 中国"

+"Beijing University of Posts and Telecommunications, Beijing, P.R. China",39.9601488,116.351939210403,"北京邮电大学, 西土城路, 海淀区, 北京市, 100082, 中国"

+"Beijing University of Technology, Beijing 100022, China",39.87391435,116.477222846574,"北京工业大学, 银杏大道, 大郊亭村, 朝阳区 / Chaoyang, 北京市, 3208, 中国"

+"Beijing, China",39.906217,116.3912757,"北京市, 东城区, 北京市, 100010, 中国"

+"Benha University, Egypt",30.0818727,31.2445484105016,"كلية الهندسة بشبرا جامعة بنها, شارع اليازجي, روض الفرج, القاهرة, محافظة القاهرة, 2466, مصر"

+"Bharathidasan University, Trichy, India",10.7778845,78.6966319,"Bharathidasan University Road, Kajamalai, Ponmalai, Ponmalai Zone, Tiruchchirāppalli, Tiruchchirappalli district, Tamil Nadu, 620020, India"

+Bielefeld University,52.0280421,8.51148270115395,"Fachhochschule Bielefeld FB Gestaltung, 3, Lampingstraße, Mitte, Bielefeld, Regierungsbezirk Detmold, Nordrhein-Westfalen, 33615, Deutschland"

+"Bilkent University, 06800 Cankaya, Turkey",39.8720489,32.7539515466323,"Bilkent Üniversitesi, 3. Cadde, Üniversiteler Mahallesi, Ankara, Çankaya, Ankara, İç Anadolu Bölgesi, 06800, Türkiye"

+"Bogazici University, Bebek",41.0868841,29.0441316722649,"Boğaziçi Üniversitesi Kuzey Yerleşkesi, Okulaltı 1. Sokak, Rumelihisarı, F.S.M Mahallesi, Sarıyer, İstanbul, Marmara Bölgesi, 34467, Türkiye"

+"Bogazici University, Turkey",41.08327335,29.0503931951846,"Boğaziçi Üniversitesi Güney Yerleşkesi, Sehitlikdergahı Sokağı, Beşiktaş, İstanbul, Marmara Bölgesi, 33345, Türkiye"

+Boston College,42.3354481,-71.1681386402306,"Boston College, 140, Commonwealth Avenue, Chestnut Hill, Newton, Middlesex County, Massachusetts, 02467, USA"

+"Boston College, USA",42.3354481,-71.1681386402306,"Boston College, 140, Commonwealth Avenue, Chestnut Hill, Newton, Middlesex County, Massachusetts, 02467, USA"

+Boston University,42.3504253,-71.1005611418395,"BU, Bay State Road, Fenway, Boston, Suffolk County, Massachusetts, 02215, USA"

+"Boston University, Boston, MA",42.3504253,-71.1005611418395,"BU, Bay State Road, Fenway, Boston, Suffolk County, Massachusetts, 02215, USA"

+"Boston University, USA",42.3504253,-71.1005611418395,"BU, Bay State Road, Fenway, Boston, Suffolk County, Massachusetts, 02215, USA"

+Bournemouth University,50.74223495,-1.89433738695589,"Bournemouth University, BU footpaths, Poole, South West England, England, BH10 4HX, UK"

+"Bournemouth University, UK",50.74223495,-1.89433738695589,"Bournemouth University, BU footpaths, Poole, South West England, England, BH10 4HX, UK"

+Brown University,41.8268682,-71.4012314581107,"Brown University, Waterman Street, College Hill, Providence, Bristol, Rhode Island, 02912, USA"

+"Brown University, Providence, RI",41.8268682,-71.4012314581107,"Brown University, Waterman Street, College Hill, Providence, Bristol, Rhode Island, 02912, USA"

+"Brown University, United States",41.8268682,-71.4012314581107,"Brown University, Waterman Street, College Hill, Providence, Bristol, Rhode Island, 02912, USA"

+CALIFORNIA INSTITUTE OF TECHNOLOGY,34.13710185,-118.125274866116,"California Institute of Technology, San Pasqual Walk, Madison Heights, Pasadena, Los Angeles County, California, 91126, USA"

+CARNEGIE MELLON UNIVERSITY,37.4102193,-122.059654865858,"Carnegie Mellon University Silicon Valley, South Akron Road, ARC, Santa Clara County, California, 94035-0016, USA"

+COLUMBIA UNIVERSITY,40.8419836,-73.9436897071772,"Columbia University Medical Center, 630, West 168th Street, Washington Heights, Manhattan, Manhattan Community Board 12, New York County, NYC, New York, 10031, USA"

+COMSATS Institute of Information Technology,31.4006332,74.2137296,"COMSATS Institute of Information Technology, Ali Akbar Road, Dawood Residency, بحریہ ٹاؤن‬‎, Lahore District, پنجاب, 54700, ‏پاکستان‎"

+"COMSATS Institute of Information Technology, Islamabad",33.65010145,73.1551494914791,"COMSATS Institute of Information Technology, Fence, Chak Shehzad, وفاقی دارالحکومت اسلام آباد, 45550, ‏پاکستان‎"

+"COMSATS Institute of Information Technology, Lahore 54000, Pakistan",31.4006332,74.2137296,"COMSATS Institute of Information Technology, Ali Akbar Road, Dawood Residency, بحریہ ٹاؤن‬‎, Lahore District, پنجاب, 54700, ‏پاکستان‎"

+"COMSATS Institute of Information Technology, Pakistan",31.4006332,74.2137296,"COMSATS Institute of Information Technology, Ali Akbar Road, Dawood Residency, بحریہ ٹاؤن‬‎, Lahore District, پنجاب, 54700, ‏پاکستان‎"

+CUNY City College,45.5546608,5.4065255,"Cuny, La Tour-du-Pin, Isère, Auvergne-Rhône-Alpes, France métropolitaine, 38110, France"

+California Institute of Technology,34.13710185,-118.125274866116,"California Institute of Technology, San Pasqual Walk, Madison Heights, Pasadena, Los Angeles County, California, 91126, USA"

+"California Institute of Technology, Pasadena, CA",34.13710185,-118.125274866116,"California Institute of Technology, San Pasqual Walk, Madison Heights, Pasadena, Los Angeles County, California, 91126, USA"

+"California Institute of Technology, Pasadena, CA, USA",34.13710185,-118.125274866116,"California Institute of Technology, San Pasqual Walk, Madison Heights, Pasadena, Los Angeles County, California, 91126, USA"

+"California Institute of Technology, Pasadena, California, USA",34.13710185,-118.125274866116,"California Institute of Technology, San Pasqual Walk, Madison Heights, Pasadena, Los Angeles County, California, 91126, USA"

+"California Institute of Technology, USA",34.13710185,-118.125274866116,"California Institute of Technology, San Pasqual Walk, Madison Heights, Pasadena, Los Angeles County, California, 91126, USA"

+Cambridge Research Laboratory,52.17333465,0.149899463173698,"Strangeways Research Laboratory, Babraham Road, Romsey, Cambridge, Cambridgeshire, East of England, England, CB1 8RN, UK"

+Cambridge University,50.7944026,-1.0971748,"University, Cambridge Road, Old Portsmouth, Portsmouth, South East, England, PO1 2HB, UK"

+"Capital Normal University, 100048, China",39.92864575,116.30104052087,"首都师范大学, 岭南路, 西冉村, 海淀区, 100048, 中国"

+Cardi  University,10.6435074,-61.4022996445292,"CARDI, University of the West Indies, Saint Augustine, Tunapuna-Piarco, 686, Trinidad and Tobago"

+"Cardiff University, UK",51.4879961,-3.17969747443907,"Cardiff University, Park Place, Castle, Cardiff, Wales, CF, UK"

+Carleton University,45.3860843,-75.6953926739404,"Carleton University, 1125, Colonel By Drive, Billings Bridge, Capital, Ottawa, Ontario, K1S 5B7, Canada"

+Carnegie Mellon University,37.4102193,-122.059654865858,"Carnegie Mellon University Silicon Valley, South Akron Road, ARC, Santa Clara County, California, 94035-0016, USA"

+"Carnegie Mellon University Pittsburgh, PA - 15213, USA",40.4441619,-79.942728259225,"Carnegie Mellon University, Forbes Avenue, Squirrel Hill North, PGH, Allegheny County, Pennsylvania, 15213, USA"

+"Carnegie Mellon University Pittsburgh, PA, USA",40.4441619,-79.942728259225,"Carnegie Mellon University, Forbes Avenue, Squirrel Hill North, PGH, Allegheny County, Pennsylvania, 15213, USA"

+"Carnegie Mellon University, Pittsburgh PA",40.4441619,-79.942728259225,"Carnegie Mellon University, Forbes Avenue, Squirrel Hill North, PGH, Allegheny County, Pennsylvania, 15213, USA"

+"Carnegie Mellon University, Pittsburgh, PA",40.4441619,-79.942728259225,"Carnegie Mellon University, Forbes Avenue, Squirrel Hill North, PGH, Allegheny County, Pennsylvania, 15213, USA"

+"Carnegie Mellon University, Pittsburgh, PA 15213, USA",40.4441619,-79.942728259225,"Carnegie Mellon University, Forbes Avenue, Squirrel Hill North, PGH, Allegheny County, Pennsylvania, 15213, USA"

+"Carnegie Mellon University, Pittsburgh, PA, 15213, USA",40.4441619,-79.942728259225,"Carnegie Mellon University, Forbes Avenue, Squirrel Hill North, PGH, Allegheny County, Pennsylvania, 15213, USA"

+"Carnegie Mellon University, Pittsburgh, PA, USA",40.4441619,-79.942728259225,"Carnegie Mellon University, Forbes Avenue, Squirrel Hill North, PGH, Allegheny County, Pennsylvania, 15213, USA"

+"Carnegie Mellon University, Pittsburgh, USA",40.4441619,-79.942728259225,"Carnegie Mellon University, Forbes Avenue, Squirrel Hill North, PGH, Allegheny County, Pennsylvania, 15213, USA"

+"Carnegie Mellon University, USA",37.4102193,-122.059654865858,"Carnegie Mellon University Silicon Valley, South Akron Road, ARC, Santa Clara County, California, 94035-0016, USA"

+"Central Tehran Branch, Azad University",35.753318,51.370631,"دانشگاه آزاد شعبه مرکزی تربیت بدنی, بلوار ایران زمین, شهرک غرب, منطقه ۲ شهر تهران, تهران, بخش رودبارقصران, شهرستان شمیرانات, استان تهران, 14658, ‏ایران‎"

+Central Washington University,47.00646895,-120.53673039883,"Central Washington University, Dean Nicholson Boulevard, Ellensburg, Kittitas County, Washington, 98926, USA"

+Charles Sturt University,-35.0636071,147.3552234,"Charles Sturt University, Wagga Wagga, NSW, 2678, Australia"

+"Chonbuk National University, Jeonju-si",35.84658875,127.135013303058,"전북대학교, 567, 백제대로, 금암동, 덕진구, 전주시, 전북, 54896, 대한민국"

+Chosun University,35.1441031,126.9257858,"조선대역, 서남로, 남동, 동구, 광주, 61473, 대한민국"

+"Chu Hai College of Higher Education, Hong Kong",22.3760643,113.987153890134,"珠海學院 Chu Hai College of Higher Education, 80, 青盈路 Tsing Ying Road, 嘉和里 Ka Wo Lei, 小秀村 Siu Sau Tsuen, 屯門區 Tuen Mun District, 新界 New Territories, HK, DD132 586, 中国"

+Chubu University,35.2742655,137.013278412463,"中部大学, 国道19号, 春日井市, 愛知県, 中部地方, 487-8501, 日本"

+"Chulalongkorn University, Bangkok",13.74311795,100.532879009091,"จุฬาลงกรณ์มหาวิทยาลัย, 254, ถนนพญาไท, สยาม, แขวงปทุมวัน, เขตปทุมวัน, กรุงเทพมหานคร, 10330, ประเทศไทย"

+"Chung-Ang University, Seoul, Korea",37.50882,126.9619,"중앙대학교, 서달로15길, 흑석동, 동작구, 서울특별시, 06981, 대한민국"

+Chungnam National University,36.37029045,127.347804575184,"충남대학교, 대덕사이언스길 2코스, 온천2동, 온천동, 유성구, 대전, 34140, 대한민국"

+City University of Hong Kong,22.34000115,114.169702912423,"香港城市大學 City University of Hong Kong, 達康路 Tat Hong Avenue, 大窩坪 Tai Wo Ping, 深水埗區 Sham Shui Po District, 九龍 Kowloon, HK, KIL 3348, 中国"

+"City University of Hong Kong, Hong Kong, China",22.34000115,114.169702912423,"香港城市大學 City University of Hong Kong, 達康路 Tat Hong Avenue, 大窩坪 Tai Wo Ping, 深水埗區 Sham Shui Po District, 九龍 Kowloon, HK, KIL 3348, 中国"

+Clemson University,34.66869155,-82.837434756078,"Clemson University, Old Stadium Road, Clemson Heights, Pickens County, South Carolina, 29631, USA"

+"Clemson University, Clemson, SC",34.67871075,-82.8346790794026,"E-06 Parking, Parkway Drive, Pickens County, South Carolina, SC, USA"

+Coburg University,50.26506145,10.9519648264628,"Hochschule für angewandte Wissenschaften Coburg, 2, Friedrich-Streib-Straße, Callenberg, Coburg, Oberfranken, Bayern, 96450, Deutschland"

+"College Heights Blvd, Bowling Green, KY",36.9881671,-86.4542111,"College Heights Boulevard, Bowling Green, Warren County, Kentucky, 42101, USA"

+"College Park, MD",38.980666,-76.9369189,"College Park, Prince George's County, Maryland, USA"

+"College Park, MD 20742 USA",38.980666,-76.9369189,"College Park, Prince George's County, Maryland, USA"

+"College Park, MD, 20740, USA",38.980666,-76.9369189,"College Park, Prince George's County, Maryland, USA"

+"College Park, Maryland",38.980666,-76.9369189,"College Park, Prince George's County, Maryland, USA"

+"College Park, USA",38.980666,-76.9369189,"College Park, Prince George's County, Maryland, USA"

+"College Park, United States",38.980666,-76.9369189,"College Park, Prince George's County, Maryland, USA"

+College of Computer and Information Science,42.3192923,-83.2343465549018,"Computer & Information Science, John Montieth Boulevard, Dearborn, Wayne County, Michigan, 48128, USA"

+College of Computing,-6.1992922,39.3081862,"computing, Tunguu, Unguja Kusini, Zanzibar, 146, Tanzania"

+College of Electrical and Information Engineering,42.0049791,21.40834315,"Факултет за електротехника и информациски технологии, Орце Николов, Карпош 2, Карпош, Скопје, Општина Карпош, Град Скопје, Скопски Регион, 1000, Македонија"

+"College of Engineering Pune, India",18.52930005,73.8568253702551,"College of Engineering, Pune, NH753F, Mangalwar Peth, Pune, Pune District, Maharashtra, 411011, India"

+College of Engineering and Computer Science,25.7589624,-80.3738881489383,"ECS, University Drive, Sweetwater, Lil Abner Mobile Home Park, Miami-Dade County, Florida, 33199, USA"

+"College of Engineering, Pune, India",18.52930005,73.8568253702551,"College of Engineering, Pune, NH753F, Mangalwar Peth, Pune, Pune District, Maharashtra, 411011, India"

+College of Informatics,14.6173885,121.101327315511,"Informatics, F.P. Felix Avenue, Dela Paz, San Isidro, Cainta, Rizal, Metro Manila, 1900, Philippines"

+Colorado State University,40.5709358,-105.086552556269,"Colorado State University, West Pitkin Street, Woodwest, Fort Collins, Larimer County, Colorado, 80526-2002, USA"

+"Colorado State University, Fort Collins, Colorado, USA",40.5709358,-105.086552556269,"Colorado State University, West Pitkin Street, Woodwest, Fort Collins, Larimer County, Colorado, 80526-2002, USA"

+Columbia University in the City of New York,40.8071772,-73.9625279772072,"Columbia University In The City Of New York, College Walk, Morningside Heights, Manhattan, Manhattan Community Board 9, New York County, NYC, New York, 10027, USA"

+"Columbia University, New York NY 10027, USA",40.81779415,-73.9578531933627,"Columbia University, West 131st Street, Manhattanville Houses, Manhattanville, Manhattan, Manhattan Community Board 9, New York County, NYC, New York, 10027, USA"

+"Columbia University, New York, NY",40.8419836,-73.9436897071772,"Columbia University Medical Center, 630, West 168th Street, Washington Heights, Manhattan, Manhattan Community Board 12, New York County, NYC, New York, 10031, USA"

+"Columbia University, New York, NY 10027, USA",40.81779415,-73.9578531933627,"Columbia University, West 131st Street, Manhattanville Houses, Manhattanville, Manhattan, Manhattan Community Board 9, New York County, NYC, New York, 10027, USA"

+"Columbia University, New York, NY, USA",40.8419836,-73.9436897071772,"Columbia University Medical Center, 630, West 168th Street, Washington Heights, Manhattan, Manhattan Community Board 12, New York County, NYC, New York, 10031, USA"

+"Columbia University, USA",40.8419836,-73.9436897071772,"Columbia University Medical Center, 630, West 168th Street, Washington Heights, Manhattan, Manhattan Community Board 12, New York County, NYC, New York, 10031, USA"

+"Columbia University, United States",40.8419836,-73.9436897071772,"Columbia University Medical Center, 630, West 168th Street, Washington Heights, Manhattan, Manhattan Community Board 12, New York County, NYC, New York, 10031, USA"

+Concordia University,45.57022705,-122.637093463826,"Concordia University, 2811, Northeast Holman Street, Concordia, Portland, Multnomah County, Oregon, 97211, USA"

+"Concordia University, Canada",45.4955911,-73.5775043,"FOFA Gallery, 1515, Rue Sainte-Catherine Ouest, Quartier des Spectacles, Ville-Marie, Montréal, Agglomération de Montréal, Montréal (06), Québec, H3H 2T2, Canada"

+Cornell University,42.4505507,-76.4783512955428,"Cornell University, Forest Home Drive, Forest Home, Tompkins County, New York, 14853, USA"

+"Cornell University, Ithaca, New York",42.4505507,-76.4783512955428,"Cornell University, Forest Home Drive, Forest Home, Tompkins County, New York, 14853, USA"

+Courant Institute,40.7286994,-73.9957151,"NYU Courant Institute of Mathematical Sciences, 251, Mercer Street, Washington Square Village, Greenwich Village, Manhattan, Manhattan Community Board 2, New York County, NYC, New York, 10012, USA"

+Courant Institute of Mathematical Sciences,40.7286484,-73.9956863,"Courant Institute of Mathematical Sciences, 251, Mercer Street, Washington Square Village, Greenwich Village, Manhattan, Manhattan Community Board 2, New York County, NYC, New York, 10012, USA"

+"Courant Institute of Mathematical Sciences, New York, NY",40.7286484,-73.9956863,"Courant Institute of Mathematical Sciences, 251, Mercer Street, Washington Square Village, Greenwich Village, Manhattan, Manhattan Community Board 2, New York County, NYC, New York, 10012, USA"

+"Curtin University, Perth, Australia",-32.00574155,115.892864389257,"Curtin University, B201 L2 Entry South, Waterford, Perth, Western Australia, 6102, Australia"

+Cyprus University of Technology,34.67567405,33.0457764820597,"Mitropoli Building - Cyprus University of Technology, Anexartisias, Limasol - Λεμεσός, Limassol - Λεμεσός, Κύπρος - Kıbrıs, 3036, Κύπρος - Kıbrıs"

+"Cyprus University of Technology, Cyprus",34.67567405,33.0457764820597,"Mitropoli Building - Cyprus University of Technology, Anexartisias, Limasol - Λεμεσός, Limassol - Λεμεσός, Κύπρος - Kıbrıs, 3036, Κύπρος - Kıbrıs"

+Czech Technical University,50.0764296,14.418023122743,"České vysoké učení technické v Praze, Resslova, Nové Město, Praha, okres Hlavní město Praha, Hlavní město Praha, Praha, 11121, Česko"

+"DIT UNIVERSITY, DEHRADUN",30.3983396,78.0753455,"DIT University, Dehradun-Mussoorie Road, Rājpur, Kincraig, Dehra Dūn, Uttarakhand, 248009, India"

+DUBLIN CITY UNIVERSITY,53.38522185,-6.25740874081493,"Dublin City University Glasnevin Campus, Lower Car Park, Wad, Whitehall A ED, Dublin 9, Dublin, County Dublin, Leinster, D09 FW22, Ireland"

+"Dalian University of Technology, China",38.88140235,121.522810980755,"大连理工大学, 红凌路, 甘井子区, 凌水镇, 甘井子区 / Ganjingzi, 大连市 / Dalian, 辽宁省, 116023, 中国"

+"Dalian University of Technology, Dalian 116024, China",38.88140235,121.522810980755,"大连理工大学, 红凌路, 甘井子区, 凌水镇, 甘井子区 / Ganjingzi, 大连市 / Dalian, 辽宁省, 116023, 中国"

+"Dalian University of Technology, Dalian, China",38.88140235,121.522810980755,"大连理工大学, 红凌路, 甘井子区, 凌水镇, 甘井子区 / Ganjingzi, 大连市 / Dalian, 辽宁省, 116023, 中国"

+"Dankook University, 126 Jukjeon-dong, Suji-gu, Yongin-si, Gyeonggi-do, Korea",37.3219575,127.1250723,"단국대학교 치과병원, 죽전로, 죽전동, 수지구, 용인시, 경기, 16900, 대한민국"

+Dartmouth College,43.7047927,-72.2925909,"Dartmouth College, Tuck Mall, Hanover, Grafton County, New Hampshire, 03755, USA"

+"Dartmouth College, NH 03755 USA",43.7070046,-72.2869048,"Dartmouth College, Maynard Street, Hanover, Grafton County, New Hampshire, 03755, USA"

+Delft University of Technology,51.99882735,4.37396036815404,"TU Delft, Mekelweg, TU-wijk, Delft, Zuid-Holland, Nederland, 2628, Nederland"

+"Delft University of Technology, The Netherlands",51.99882735,4.37396036815404,"TU Delft, Mekelweg, TU-wijk, Delft, Zuid-Holland, Nederland, 2628, Nederland"

+Democritus University of Thrace,40.84941785,25.8344493892098,"Δημοκρίτειο Πανεπιστήμιο Θράκης, Μάκρη - Αλεξανδρούπολη, Αλεξανδρούπολη, Δήμος Αλεξανδρούπολης, Περιφερειακή Ενότητα Έβρου, Περιφέρεια Ανατολικής Μακεδονίας και Θράκης, Μακεδονία - Θράκη, 68100, Ελλάδα"

+Dhaka University,23.7317915,90.3805625,"Faculty of Social Welfare, Dhaka University, Azimpur Koborsthan Road, বস্তি, হাজারীবাগ, ঢাকা, ঢাকা বিভাগ, 1950, বাংলাদেশ"

+Dr. B. C. Roy Engineering College,23.54409755,87.342697070434,"Dr. B. C. Roy Engineering College, Lenin Sarani, Durgapur, Bānkurā, West Bengal, 713200, India"

+Dr. Babasaheb Ambedkar Marathwada University,19.8960918,75.3089470267316,"Boys Hostel No. 3, Shantipura road, Cantonment, Bidri workshop, Aurangabad, Maharashtra, 431004, India"

+Drexel University,39.9574,-75.1902670552555,"Drexel University, Arch Street, Powelton Village, Philadelphia, Philadelphia County, Pennsylvania, 19104, USA"

+Duke University,35.9990522,-78.9290629011139,"Nasher Museum of Art, 2001, Campus Drive, Burch Avenue, Durham, Durham County, North Carolina, 27705, USA"

+East China Normal University,31.2284923,121.402113889769,"华东师范大学, 3663, 中山北路, 曹家渡, 普陀区, 普陀区 (Putuo), 上海市, 200062, 中国"

+Eastern Mediterranean University,35.14479945,33.90492318497,"Eastern Mediterranean University (EMU) - Stadium, Nehir Caddesi, Gazimağusa, Αμμόχωστος - Mağusa, Kuzey Kıbrıs, 99450, Κύπρος - Kıbrıs"

+Eastern University,40.0505672,-75.3710932636663,"Eastern University, Huston Road, Radnor Township, Delaware County, Pennsylvania, 19087, USA"

+"Eindhoven University of Technology, The Netherlands",51.4486602,5.49039956550805,"Technische Universiteit Eindhoven, 2, De Rondom, Villapark, Eindhoven, Noord-Brabant, Nederland, 5600 MB, Nederland"

+"Electrical Engineering, University of",47.6532412,-122.3061707,"Electrical Engineering, 185, Loading Dock, Montlake, University District, Seattle, King County, Washington, 98195-2350, USA"

+Eskisehir Osmangazi University,39.7487516,30.4765307102195,"Eskişehir Osmangazi Üniversitesi Meşelik Yerleşkesi, Kütahya-Eskişehir yolu, Sazova Mahallesi, Karagözler, Tepebaşı, Eskişehir, İç Anadolu Bölgesi, 26160, Türkiye"

+FL,27.7567667,-81.4639835,"Florida, USA"

+"Feng Chia University, Taichung, Taiwan",24.18005755,120.648360719503,"逢甲大學, 100, 文華路, 西平里, 西屯區, 臺中市, 40724, 臺灣"

+"Ferdowsi University of Mashhad, Mashhad, Iran",36.3076616,59.5269051097667,"دانشگاه فردوسی مشهد, بولوار دانش, رضاشهر, منطقه ۹, مشهد, شهرستان مشهد, استان خراسان رضوی, 9177146164, ‏ایران‎"

+Firat University,39.7275037,39.4712703382844,"Erzincan Üniversitesi Hukuk Fakültesi Dekanlığı, Sivas-Erzincan yolu, Üçkonak, Erzincan, Erzincan merkez, Erzincan, Doğu Anadolu Bölgesi, 24000, Türkiye"

+"Florida Institute Of Technology, Melbourne Fl",28.0642296,-80.6230097241205,"Florida Institute of Technology, West University Boulevard, Melbourne, Brevard County, Florida, 32901, USA"

+Florida International University,25.75533775,-80.3762889746807,"FIU, Southwest 14th Street, Sweetwater, University Park, Miami-Dade County, Florida, 33199, USA"

+Florida State University,30.44235995,-84.2974786716626,"Florida State University, 600, West College Avenue, Tallahassee, Leon County, Florida, 32306-1058, USA"

+"Florida State University, Tallahassee, FL 32306, USA",30.44235995,-84.2974786716626,"Florida State University, 600, West College Avenue, Tallahassee, Leon County, Florida, 32306-1058, USA"

+"Foundation University Rawalpindi Campus, Pakistan",33.5609504,73.0712596618793,"Foundation University Rawalpindi Campus, Main Parking Road, Police Lines, راولپنڈی, Rawalpindi Cantt, پنجاب, 46600, ‏پاکستان‎"

+Fraser University,44.9689836,-93.2094162948556,"Fraser, 3333, University Avenue Southeast, Prospect Park - East River Road, Minneapolis, Hennepin County, Minnesota, 55414, USA"

+Fudan University,31.30104395,121.500454969435,"复旦大学, 220, 邯郸路, 五角场街道, 杨浦区, 上海市, 200433, 中国"

+"Fudan University, Shanghai, China",31.30104395,121.500454969435,"复旦大学, 220, 邯郸路, 五角场街道, 杨浦区, 上海市, 200433, 中国"

+GE Global Research Center,42.8298248,-73.8771938492793,"GE Global Research Center, Aqueduct, Niskayuna, Schenectady County, New York, USA"

+Gdansk University of Technology,54.37086525,18.6171601574695,"PG, Romualda Traugutta, Królewska Dolina, Wrzeszcz Górny, Gdańsk, pomorskie, 80-233, RP"

+George Mason University,38.83133325,-77.3079883887912,"George Mason University, Aquia Creek Lane, Country Club View, Blue Oaks, Fairfax County, Virginia, 22030-9998, USA"

+"George Mason University, Fairfax Virginia, USA",38.83133325,-77.3079883887912,"George Mason University, Aquia Creek Lane, Country Club View, Blue Oaks, Fairfax County, Virginia, 22030-9998, USA"

+"George Mason University, Fairfax, VA, USA",38.83133325,-77.3079883887912,"George Mason University, Aquia Creek Lane, Country Club View, Blue Oaks, Fairfax County, Virginia, 22030-9998, USA"

+Georgia Institute of Technology,33.776033,-84.3988408600158,"Georgia Tech, Atlantic Drive Northwest, Bellwood, Rockdale, Atlanta, Fulton County, Georgia, 30318, USA"

+"Georgia Institute of Technology, Atlanta, Georgia, USA",33.776033,-84.3988408600158,"Georgia Tech, Atlantic Drive Northwest, Bellwood, Rockdale, Atlanta, Fulton County, Georgia, 30318, USA"

+Glyndwr University,53.05373795,-3.00482075353073,"Glyndŵr University, Mold Road, Rhosrobin, Wrexham, Wales, LL11 2AW, UK"

+Graz University of Technology,47.05821,15.460195677136,"TU Graz, Inffeldgasse, Harmsdorf, Jakomini, Graz, Steiermark, 8010, Österreich"

+"Graz University of Technology, Austria",47.05821,15.460195677136,"TU Graz, Inffeldgasse, Harmsdorf, Jakomini, Graz, Steiermark, 8010, Österreich"

+Guangdong Medical College,23.1294489,113.343761097683,"医学院, 真如路, 凤凰新村, 天河区, 广州市, 广东省, 510635, 中国"

+Hacettepe University,39.86742125,32.7351907206768,"Hacettepe Üniversitesi Beytepe Kampüsü, Hacettepe-Beytepe Kampüs Yolu, Üniversiteler Mahallesi, Ankara, Çankaya, Ankara, İç Anadolu Bölgesi, 06800, Türkiye"

+Halmstad University,56.66340325,12.8792972689712,"Högskolan i Halmstad, 3, Kristian IV:s väg, Larsfrid, Nyhem, Halmstad, Hallands län, Götaland, 301 18, Sverige"

+"Hankuk University of Foreign Studies, South Korea",37.5953979,127.0630499,"외대앞, 휘경로, 이문동, 이문2동, 동대문구, 서울특별시, 02407, 대한민국"

+Hanoi University of Science and Technology,21.003952,105.843601832826,"HUST, Trần Đại Nghĩa, Hai Bà Trưng, Hà Nội, 10999, Việt Nam"

+Hanyang University,37.5557271,127.0436642,"한양대, 206, 왕십리로, 사근동, 성동구, 서울특별시, 04763, 대한민국"

+Harbin Institute of Technology,45.7413921,126.625527550394,"哈尔滨工业大学, 司令街, 南岗区, 哈尔滨市 / Harbin, 黑龙江省, 150000, 中国"

+"Harbin Institute of Technology, Harbin 150001, China",45.7413921,126.625527550394,"哈尔滨工业大学, 司令街, 南岗区, 哈尔滨市 / Harbin, 黑龙江省, 150000, 中国"

+"Harbin Institute of Technology, Harbin, China",45.7413921,126.625527550394,"哈尔滨工业大学, 司令街, 南岗区, 哈尔滨市 / Harbin, 黑龙江省, 150000, 中国"

+Harbin Institute of Technology;Shenzhen University,22.5895016,113.965710495775,"哈工大（深圳）, 平山一路, 深圳大学城, 珠光村, 南山区, 深圳市, 广东省, 518000, 中国"

+Harvard University,42.36782045,-71.1266665287448,"Harvard University, Soldiers Field Road, Allston, Boston, Suffolk County, Massachusetts, 02163, USA"

+"Harvard University, Cambridge, MA",42.36782045,-71.1266665287448,"Harvard University, Soldiers Field Road, Allston, Boston, Suffolk County, Massachusetts, 02163, USA"

+"Harvard University, Cambridge, MA, USA",42.36782045,-71.1266665287448,"Harvard University, Soldiers Field Road, Allston, Boston, Suffolk County, Massachusetts, 02163, USA"

+"Harvard University, USA",42.36782045,-71.1266665287448,"Harvard University, Soldiers Field Road, Allston, Boston, Suffolk County, Massachusetts, 02163, USA"

+Harvard and Massachusetts Institute,42.5268445,-71.6525446,"Massachusetts Correctional Institute Shirley Minimum Security Library, Harvard Road, Shaker Village, Shirley, Middlesex County, Massachusetts, 01464, USA"

+"Hengyang Normal University, Hengyang, China",26.8661136,112.620921219792,"衡阳师范学院, 黄白路, 雁峰区, 衡阳市 / Hengyang, 湖南省, 中国"

+Heriot-Watt University,55.91029135,-3.32345776559167,"Heriot-Watt University - Edinburgh Campus, Third Gait, Currie, Gogarbank, City of Edinburgh, Scotland, EH14 4AS, UK"

+"Hiroshima University, Japan",34.4019766,132.7123195,"Hiroshima University　広島大学 東広島キャンパス, 出会いの道　Deai-no-michi Str., 西条下見, 東広島市, 広島県, 中国地方, 739-0047, 日本"

+HoHai University,32.05765485,118.755000398628,"河海大学, 河海路, 小市桥, 鼓楼区, 南京市, 江苏省, 210013, 中国"

+Hong Kong Baptist University,22.3874201,114.2082222,"香港浸會大學 Hong Kong Baptist University, 安明街 On Ming Street, 石門 Shek Mun, 石古壟 Shek Kwu Lung, 沙田區 Sha Tin District, 新界 New Territories, HK, DD193 1132, 中国"

+Hong Kong Polytechnic University,22.304572,114.179762852269,"hong kong, 11, 育才道 Yuk Choi Road, 尖沙咀 Tsim Sha Tsui, 油尖旺區 Yau Tsim Mong District, 九龍 Kowloon, HK, 00000, 中国"

+"Hong Kong Polytechnic University, Hong Kong",22.304572,114.179762852269,"hong kong, 11, 育才道 Yuk Choi Road, 尖沙咀 Tsim Sha Tsui, 油尖旺區 Yau Tsim Mong District, 九龍 Kowloon, HK, 00000, 中国"

+"Hong Kong Polytechnic University, Hong Kong, China",22.304572,114.179762852269,"hong kong, 11, 育才道 Yuk Choi Road, 尖沙咀 Tsim Sha Tsui, 油尖旺區 Yau Tsim Mong District, 九龍 Kowloon, HK, 00000, 中国"

+Hong Kong University of Science and Technology,22.3386304,114.2620337,"香港科技大學 Hong Kong University of Science and Technology, 大學道 University Road, 大埔仔 Tai Po Tsai, 大埔仔村 Tai Po Tsai Village, 新界 New Territories, HK, DD253 1209, 中国"

+"Hong Kong University of Science and Technology, Hong Kong",22.3386304,114.2620337,"香港科技大學 Hong Kong University of Science and Technology, 大學道 University Road, 大埔仔 Tai Po Tsai, 大埔仔村 Tai Po Tsai Village, 新界 New Territories, HK, DD253 1209, 中国"

+"Howard University, Washington DC",38.921525,-77.019535656678,"Howard University, College Street Northwest, Howard University, Washington, D.C., 20001, USA"

+Huazhong University of,22.53367445,113.917874206261,"深圳市第六人民医院, 89号, 桃园路, 蛇口, 同乐村, 南山区, 深圳市, 广东省, 518000, 中国"

+Huazhong University of Science and Technology,30.5097537,114.4062881,"华中大, 珞喻路, 东湖新技术开发区, 关东街道, 东湖新技术开发区（托管）, 洪山区 (Hongshan), 武汉市, 湖北省, 430074, 中国"

+"Huazhong University of Science and Technology, Wuhan, China",30.5097537,114.4062881,"华中大, 珞喻路, 东湖新技术开发区, 关东街道, 东湖新技术开发区（托管）, 洪山区 (Hongshan), 武汉市, 湖北省, 430074, 中国"

+"Humboldt-University, Berlin, Germany",52.51875685,13.3935604936378,"Humboldt-Universität zu Berlin, Dorotheenstraße, Spandauer Vorstadt, Mitte, Berlin, 10117, Deutschland"

+Hunan University,26.88111275,112.628506656425,"Yejin University for Employees, 冶金西路, 和平乡, 珠晖区, 衡阳市 / Hengyang, 湖南省, 中国"

+"IBM Almaden Research Center, San Jose CA",37.21095605,-121.807486683178,"IBM Almaden Research Center, San José, Santa Clara County, California, USA"

+IBM Thomas J. Watson Research Center,41.21002475,-73.8040705573196,"IBM Yorktown research lab, Adams Road, Millwood, Town of New Castle, Westchester County, New York, 10562, USA"

+IDIAP RESEARCH INSTITUTE,46.109237,7.08453548522408,"Idiap Research Institute, Parking Centre du parc, Martigny, Valais/Wallis, 1920, Schweiz/Suisse/Svizzera/Svizra"

+IDIAP Research Institute,46.109237,7.08453548522408,"Idiap Research Institute, Parking Centre du parc, Martigny, Valais/Wallis, 1920, Schweiz/Suisse/Svizzera/Svizra"

+"IDIAP Research Institute, Martigny, Switzerland",46.109237,7.08453548522408,"Idiap Research Institute, Parking Centre du parc, Martigny, Valais/Wallis, 1920, Schweiz/Suisse/Svizzera/Svizra"

+IMPERIAL COLLEGE,39.9458551,116.406973072869,"国子监, 五道营胡同, Naga上院, 北京市, 东城区, 北京市, 100010, 中国"

+Idiap Research Institute,46.109237,7.08453548522408,"Idiap Research Institute, Parking Centre du parc, Martigny, Valais/Wallis, 1920, Schweiz/Suisse/Svizzera/Svizra"

+"Idiap Research Institute, Martigny, Switzerland",46.109237,7.08453548522408,"Idiap Research Institute, Parking Centre du parc, Martigny, Valais/Wallis, 1920, Schweiz/Suisse/Svizzera/Svizra"

+"Idiap Research Institute, Switzerland",46.109237,7.08453548522408,"Idiap Research Institute, Parking Centre du parc, Martigny, Valais/Wallis, 1920, Schweiz/Suisse/Svizzera/Svizra"

+Illinois Institute of Technology,41.8361963,-87.6265591274291,"Illinois Institute of Technology, South State Street, Bronzeville, Chicago, Cook County, Illinois, 60616, USA"

+"Illinois Institute of Technology, Chicago, Illinois, USA",41.8361963,-87.6265591274291,"Illinois Institute of Technology, South State Street, Bronzeville, Chicago, Cook County, Illinois, 60616, USA"

+Imperial College London,51.49887085,-0.175607973937072,"Imperial College London, Exhibition Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2AZ, UK"

+"Imperial College London, London, UK",51.49887085,-0.175607973937072,"Imperial College London, Exhibition Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2AZ, UK"

+"Imperial College London, U.K",51.49887085,-0.175607973937072,"Imperial College London, Exhibition Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2AZ, UK"

+"Imperial College London, UK",51.49887085,-0.175607973937072,"Imperial College London, Exhibition Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2AZ, UK"

+"Imperial College London, United Kingdom",51.49887085,-0.175607973937072,"Imperial College London, Exhibition Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2AZ, UK"

+"Imperial College, London, UK",51.5004171,-0.1782711,"Sung Chuan Kung Fu, Imperial College, Prince Consort Road, City of Westminster, London, Greater London, England, SW7 2QU, UK"

+India,22.3511148,78.6677428,India

+Indian Institute of Science,13.0222347,77.5671832476811,"IISc, Gulmohar Marg, RMV Stage II - 1st Block, Aramane Nagara Ward, West Zone, Bengaluru, Bangalore Urban, Karnataka, 560012, India"

+Indian Institute of Science Bangalore,13.0222347,77.5671832476811,"IISc, Gulmohar Marg, RMV Stage II - 1st Block, Aramane Nagara Ward, West Zone, Bengaluru, Bangalore Urban, Karnataka, 560012, India"

+"Indian Institute of Science, India",13.0222347,77.5671832476811,"IISc, Gulmohar Marg, RMV Stage II - 1st Block, Aramane Nagara Ward, West Zone, Bengaluru, Bangalore Urban, Karnataka, 560012, India"

+Indian Institute of Technology,28.5444176,77.1893001,"Indian Institute Of Technology, IIT Delhi Main Road, Adchini, Lado Sarai, Mehrauli, South Delhi, Delhi, 110066, India"

+"Indian Institute of Technology Delhi, New Delhi, India",28.5444176,77.1893001,"Indian Institute Of Technology, IIT Delhi Main Road, Adchini, Lado Sarai, Mehrauli, South Delhi, Delhi, 110066, India"

+Indian Institute of Technology Kanpur,26.513188,80.2365194538339,"Indian Institute of Technology Kanpur, 4th Avenue, Panki, Kanpur, Kanpur Nagar, Uttar Pradesh, 208016, India"

+"Indian Institute of Technology, Roorkee",29.8662461,77.8958708109136,"Indian Institute of Technology (IIT), Roorkee, LBS Jogging Track, Roorkee, Haridwar, Uttarakhand, 247667, India"

+Indiana University,39.86948105,-84.8795690544362,"Indiana University East, West Cart Road, Richmond, Wayne County, Indiana, 47374, USA"

+Indiana University Bloomington,39.17720475,-86.5154003022128,"Indiana University Bloomington, East 17th Street, Bloomington, Monroe County, Indiana, 47408, USA"

+Information Technologies Institute,33.5934539,130.3557837,"公益財団法人九州先端科学技術研究所, Fukuoka SRP Center Building 7F, 百道ランプ下り入り口, 早良区, 福岡市, 福岡県, 九州地方, 814-0001, 日本"

+"Information Technology University (ITU), Punjab, Lahore, Pakistan",31.4760299,74.3427526,"Information Technology University (ITU), Ferozepur Road, Sher Shah Block, Garden Town, Al Noor Town, Lahore District, پنجاب, 54600, ‏پاکستان‎"

+"Information, Keio University",35.5416969,139.6347184,"綱島市民の森, けつわり坂, 港北区, 横浜市, 神奈川県, 関東地方, 223-0053, 日本"

+Institute,38.3836097,-81.7654665,"Institute, Kanawha County, West Virginia, 25112, USA"

+Institute for Advanced,38.7468877,139.824707282407,"Institute for Advanced Biosciences, 鶴岡市, 山形県, 東北地方, 日本"

+Institute for Communication Systems,51.2433692,-0.593220895014599,"Institute for Communication Systems, Spine Road, Woodbridge Hill, Guildford, Surrey, South East, England, GU2 7XS, UK"

+Institute for System Programming,55.7449881,37.6645042069876,"ИСП РАН, 25, улица Александра Солженицына, Швивая горка, Таганский район, Центральный административный округ, Москва, ЦФО, 109004, РФ"

+Institute of,38.3836097,-81.7654665,"Institute, Kanawha County, West Virginia, 25112, USA"

+Institute of Automation,54.1720834,12.0790983,"Institut für Automatisierungstechnik, 31, Richard-Wagner-Straße, Warnemünde, Ortsbeirat 1 : Diedrichshagen,Seebad Warnemünde, Rostock, Mecklenburg-Vorpommern, 18119, Deutschland"

+Institute of Communications Engineering,54.1718573,12.0784417,"Institut für Nachrichtentechnik, 31, Richard-Wagner-Straße, Warnemünde, Ortsbeirat 1 : Diedrichshagen,Seebad Warnemünde, Rostock, Mecklenburg-Vorpommern, 18119, Deutschland"

+Institute of Computer Science,35.15456615,128.098476040221,"Institute of Computer Science, 8, 내동로, 신율리, 진주시, 경남, 52669, 대한민국"

+Institute of Computer Science III,35.15456615,128.098476040221,"Institute of Computer Science, 8, 내동로, 신율리, 진주시, 경남, 52669, 대한민국"

+Institute of Computing,43.47878995,-80.5548480959375,"Institute for Quantum Computing, Wes Graham Way, Lakeshore Village, Beechwood, Waterloo, Regional Municipality of Waterloo, Ontario, N2L 6R2, Canada"

+Institute of Computing Technology,34.6988529,135.1936779,"神戸情報大学院大学, フラワーロード, 中央区, 神戸市, 兵庫県, 近畿地方, 650-0001, 日本"

+Institute of Digital Media,20.28907925,85.84232125,"Institute of Digital Media Technology, Way to Csa Odisha Office, Ward 35, South East Zone, Bhubaneswar Municipal Corporation, Khordha, Odisha, 751022, India"

+Institute of Electronics and Computer Science,56.97734805,24.1951425550775,"EDI, 14, Dzērbenes iela, Biķerziedi, Teika, Ozolkalni, Rīga, Vidzeme, LV-1006, Latvija"

+Institute of Industrial Science,36.05238585,140.118523607658,"産業技術総合研究所；西事業所, 学園西大通り, Onogawa housing complex, つくば市, 茨城県, 関東地方, 305-0051, 日本"

+Institute of Information Science,25.0410728,121.614756201755,"資訊科學研究所, 數理大道, 中研里, 南港子, 南港區, 臺北市, 11574, 臺灣"

+Institute of Information Technology,23.7289899,90.3982682,"Institute of Information Technology, Sir Sayed Road, ফকিরাপুল, সিদ্দিক বাজার, ঢাকা, ঢাকা বিভাগ, 1000, বাংলাদেশ"

+Institute of Media Innovation,1.3433937,103.6793303,"Institute for Media Innovation, 50, Nanyang Drive, Pioneer, Southwest, 637553, Singapore"

+Institute of Road and,38.3836097,-81.7654665,"Institute, Kanawha County, West Virginia, 25112, USA"

+Institute of Systems and Robotics,53.8338371,10.7035939,"Institut für Robotik und Kognitive Systeme, 160, Ratzeburger Allee, Strecknitz, Sankt Jürgen, Strecknitz, Lübeck, Schleswig-Holstein, 23562, Deutschland"

+International Institute of Information Technology,17.4454957,78.3485469754447,"International Institute of Information Technology, Hyderabad, Campus Road, Ward 105 Gachibowli, Greater Hyderabad Municipal Corporation West Zone, Hyderabad, Rangareddy District, Telangana, 500032, India"

+"International Institute of Information Technology, Hyderabad, India",17.4454957,78.3485469754447,"International Institute of Information Technology, Hyderabad, Campus Road, Ward 105 Gachibowli, Greater Hyderabad Municipal Corporation West Zone, Hyderabad, Rangareddy District, Telangana, 500032, India"

+International University of,11.5744201,104.8775841,"International University, ផ្លូវ ១៩៨៤, ភូមិភ្នំពេញថ្មី, ខណ្ឌសែនសុខ, រាជធានីភ្នំពេញ, 12101, ព្រះរាជាណាចក្រ​កម្ពុជា"

+Ionian University,38.2899482,21.7886469,"Πανεπιστήμιο Πατρών, Λεωφ. Ιπποκράτους, κ. Ρίου (Αγίου Γεωργίου Ρίου), Πάτρα, Δήμος Πατρέων, Περιφερειακή Ενότητα Αχαΐας, Περιφέρεια Δυτικής Ελλάδας, Πελοπόννησος, Δυτική Ελλάδα και Ιόνιο, 26443, Ελλάδα"

+Iran,32.9407495,52.9471344,‏ایران‎

+Islamic Azad University,34.8452999,48.5596212013643,"دانشگاه آزاد اسلامی, همدان, بخش مرکزی شهرستان همدان, شهرستان همدان, استان همدان, ‏ایران‎"

+Islamic University of Gaza - Palestine,31.51368535,34.4401934143135,"The Islamic University of Gaza, Mostafa Hafez Street, South Remal, محافظة غزة, ‏قطاع غزة‎, PO BOX 108, الأراضي الفلسطينية"

+Istanbul Technical University,41.10427915,29.022311592943,"Istanbul Technical University, walking path from main road to Simit restaurant, İstanbul Teknik Üniversitesi, Maslak, F.S.M Mahallesi, Sarıyer, İstanbul, Marmara Bölgesi, 34469, Türkiye"

+"Istanbul Technical University,  Istanbul, 34469, TURKEY",41.10427915,29.022311592943,"Istanbul Technical University, walking path from main road to Simit restaurant, İstanbul Teknik Üniversitesi, Maslak, F.S.M Mahallesi, Sarıyer, İstanbul, Marmara Bölgesi, 34469, Türkiye"

+"Istanbul Technical University, Istanbul, Turkey",41.10427915,29.022311592943,"Istanbul Technical University, walking path from main road to Simit restaurant, İstanbul Teknik Üniversitesi, Maslak, F.S.M Mahallesi, Sarıyer, İstanbul, Marmara Bölgesi, 34469, Türkiye"

+"Istanbul Technical University, Turkey",41.10427915,29.022311592943,"Istanbul Technical University, walking path from main road to Simit restaurant, İstanbul Teknik Üniversitesi, Maslak, F.S.M Mahallesi, Sarıyer, İstanbul, Marmara Bölgesi, 34469, Türkiye"

+Istanbul University,41.0132424,28.9637609,"İstanbul Üniversitesi, Besim Ömerpaşa Caddesi, Süleymaniye, Fatih, İstanbul, Marmara Bölgesi, 34116, Türkiye"

+Jacobs University,53.4129148,-2.96897915394896,"Liverpool Hope University, Shaw Street, Everton, Liverpool, North West England, England, L6 1HP, UK"

+Jadavpur University,22.5611537,88.4131019353334,"Jadavpur University, Chingrighata Flyover, Basani Devi Colony, Kolkata, Hāora, West Bengal, 700098, India"

+"Jadavpur University, India",22.5611537,88.4131019353334,"Jadavpur University, Chingrighata Flyover, Basani Devi Colony, Kolkata, Hāora, West Bengal, 700098, India"

+Jahangirnagar University,23.883312,90.2693921,"Jahangirnagar University, 1342, University Main Road, সাভার, সাভার উপজেলা, ঢাকা জেলা, ঢাকা বিভাগ, 1342, বাংলাদেশ"

+"Jahangirnagar University, Savar, Dhaka   1342, Bangladesh",23.88277575,90.2671009927283,"Jahangirnagar University, 1342, Dhaka - Aricha Highway, Nobinagar, সাভার উপজেলা, ঢাকা জেলা, ঢাকা বিভাগ, 1342, বাংলাদেশ"

+"Jaipur, Rajasthan, India",26.916194,75.820349,"Jaipur, Rajasthan, 302001, India"

+Japan,36.5748441,139.2394179,日本

+Japan Advanced Institute of Science and Technology,36.4442949,136.5928587,"JAIST (北陸先端科学技術大学院大学), 石川県道55号小松辰口線, Ishikawa Science Park, 能美市, 石川県, 中部地方, 923-1206, 日本"

+"Japan Advanced Institute of Science and Technology, Ishikawa-ken 923-1211, Japan",36.4442949,136.5928587,"JAIST (北陸先端科学技術大学院大学), 石川県道55号小松辰口線, Ishikawa Science Park, 能美市, 石川県, 中部地方, 923-1206, 日本"

+"Jiangnan University, Wuxi",31.4854255,120.2739581,"江南大学站, 蠡湖大道, 滨湖区, 南场村, 滨湖区 (Binhu), 无锡市 / Wuxi, 江苏省, 214121, 中国"

+"Joint Research Institute, Foshan, China",22.83388935,113.285418245471,"广东顺德中山大学卡内基梅隆大学国际联合研究院, 南国东路, 顺德区, 五村, 顺德区 (Shunde), 佛山市 / Foshan, 广东省, 0757, 中国"

+"K.N. Toosi University of Technology, Tehran, Iran",35.76427925,51.409702762313,"دانشکده مهندسی عمران و نقشه برداری, ولی عصر, کاووسیه, منطقه ۳ شهر تهران, تجریش, بخش رودبارقصران, شهرستان شمیرانات, استان تهران, 1968653111, ‏ایران‎"

+"KTH   Royal Institute of Technology, Stockholm",59.34986645,18.0706321329842,"KTH, Teknikringen, Lärkstaden, Norra Djurgården, Östermalms stadsdelsområde, Sthlm, Stockholm, Stockholms län, Svealand, 114 28, Sverige"

+Karlsruhe Institute of,49.10184375,8.43312559623876,"KIT, Leopoldshafener Allee, Linkenheim, Linkenheim-Hochstetten, Landkreis Karlsruhe, Regierungsbezirk Karlsruhe, Baden-Württemberg, 76351, Deutschland"

+Karlsruhe Institute of Technology,49.10184375,8.43312559623876,"KIT, Leopoldshafener Allee, Linkenheim, Linkenheim-Hochstetten, Landkreis Karlsruhe, Regierungsbezirk Karlsruhe, Baden-Württemberg, 76351, Deutschland"

+"Karlsruhe Institute of Technology, 76131 Karlsruhe, Germany",49.10184375,8.43312559623876,"KIT, Leopoldshafener Allee, Linkenheim, Linkenheim-Hochstetten, Landkreis Karlsruhe, Regierungsbezirk Karlsruhe, Baden-Württemberg, 76351, Deutschland"

+"Karlsruhe Institute of Technology, Germany",49.10184375,8.43312559623876,"KIT, Leopoldshafener Allee, Linkenheim, Linkenheim-Hochstetten, Landkreis Karlsruhe, Regierungsbezirk Karlsruhe, Baden-Württemberg, 76351, Deutschland"

+"Karlsruhe Institute of Technology, Karlsruhe, Germany",49.10184375,8.43312559623876,"KIT, Leopoldshafener Allee, Linkenheim, Linkenheim-Hochstetten, Landkreis Karlsruhe, Regierungsbezirk Karlsruhe, Baden-Württemberg, 76351, Deutschland"

+Katholieke Universiteit Leuven,50.8830686,4.7019503,"Laboratorium voor Bos, natuur en landschap, 102, Vital Decosterstraat, Sint-Maartensdal, Leuven, Vlaams-Brabant, Vlaanderen, 3000, België / Belgique / Belgien"

+"Keio University, Yokohama 223-8522, Japan",35.55536215,139.654582444136,"慶應義塾大学 (矢上キャンパス), 理工坂, 港北区, 横浜市, 神奈川県, 関東地方, 223-8522, 日本"

+Kent State University,41.1443525,-81.3398283284572,"Kent State University, Lester A. Lefton Esplanade, Whitehall Terrace, Kent, Portage County, Ohio, 44242-0001, USA"

+"Kent State University, Kent, Ohio, USA",41.1443525,-81.3398283284572,"Kent State University, Lester A. Lefton Esplanade, Whitehall Terrace, Kent, Portage County, Ohio, 44242-0001, USA"

+"Khalifa University, Abu Dhabi, United Arab Emirates",24.4469025,54.3942563,"Khalifa University, شارع طَوِي مُوَيلِح, قصر الشاطئ, حدبة الزَّعْفرانة, أبوظبي, أبو ظبي, 31757, الإمارات العربية المتحدة"

+"King Abdullah University of Science and Technology 4700, Thuwal, Saudi Arabia",22.31055485,39.1051548637793,"KAUST, Collaboration Avenue, ثول, منطقة مكة المكرمة, 23955, السعودية"

+King Faisal University,26.397778,50.183056,"University of Dammam, King Faisal Rd, العقربية, الخبر, المنطقة الشرقية, ٣١٩٥٢, السعودية"

+"King Saud University, Riyadh",24.7246403,46.623350123456,"King Saud University جامعة الملك سعود, road_16, King Saud University District, Al Maather Municipality, الرياض, منطقة الرياض, 12393 4057, السعودية"

+"King Saud University, Riyadh 11543, Saudi Arabia",24.7246403,46.623350123456,"King Saud University جامعة الملك سعود, road_16, King Saud University District, Al Maather Municipality, الرياض, منطقة الرياض, 12393 4057, السعودية"

+"King Saud University, Riyadh, Saudi Arabia",24.7246403,46.623350123456,"King Saud University جامعة الملك سعود, road_16, King Saud University District, Al Maather Municipality, الرياض, منطقة الرياض, 12393 4057, السعودية"

+Kingston University,51.4293086,-0.2684044,"Kingston University, Kingston Hill, Kingston Vale, Kingston-upon-Thames, London, Greater London, England, KT2 7TF, UK"

+"Kingston University, UK",51.4293086,-0.2684044,"Kingston University, Kingston Hill, Kingston Vale, Kingston-upon-Thames, London, Greater London, England, KT2 7TF, UK"

+Kobe University,34.7275714,135.237099997686,"神戸大学, 灘三田線, 灘区, 神戸市, 兵庫県, 近畿地方, 657-00027, 日本"

+"Kogakuin University, Tokyo, Japan",35.6902784,139.695400958171,"工学院大学, 東通り, 新宿区, 東京都, 関東地方, 163-8677, 日本"

+Korea Advanced Institute of Science and Technology,36.3697191,127.362537001151,"카이스트, 291, 대학로, 온천2동, 온천동, 유성구, 대전, 34141, 대한민국"

+Korea Advanced institute of Science and Technology,36.3697191,127.362537001151,"카이스트, 291, 대학로, 온천2동, 온천동, 유성구, 대전, 34141, 대한민국"

+Korea University,37.5901411,127.0362318,"고려대, 안암로, 제기동, 동대문구, 서울특별시, 02796, 대한민국"

+"Kurukshetra University, Kurukshetra",29.95826275,76.8156304467532,"Kurukshetra University, SH6, Kurukshetra, Haryana, 132118, India"

+"Kurukshetra University, Kurukshetra, India",29.95826275,76.8156304467532,"Kurukshetra University, SH6, Kurukshetra, Haryana, 132118, India"

+"Kyoto University, Kyoto, Japan",35.0274996,135.781545126193,"京都大学, 今出川通, 吉田泉殿町, 左京区, 京都市, 京都府, 近畿地方, 606-8501, 日本"

+Kyung Hee University,32.8536333,-117.2035286,"Kyung Hee Tae Kwon Do, Vons 2370 Truck Service Ramp, University City, San Diego, San Diego County, California, 92122, USA"

+"Kyung Hee University, South Korea",37.5948716,127.0530887,"경희사이버대학교, 26, 경희대로, 회기동, 동대문구, 서울특별시, 02447, 대한민국"

+Kyushu University,33.59914655,130.223598480987,"伊都ゲストハウス, 桜井太郎丸線, 西区, 福岡市, 福岡県, 九州地方, 819−0395, 日本"

+"La Trobe University, Australia",-36.7784754,144.298047,"La Trobe University, Keck Street, Flora Hill, Bendigo, City of Greater Bendigo, Loddon Mallee, Victoria, 3550, Australia"

+Liverpool John Moores University,53.4050747,-2.97030028586709,"John Lennon Art and Design Building, Duckinfield Street, Knowledge Quarter, Liverpool, North West England, England, L3 5YD, UK"

+Lomonosov Moscow State University,55.70229715,37.5317977694291,"МГУ, улица Академика Хохлова, Московский государственный университет им. М. В. Ломоносова, район Раменки, Западный административный округ, Москва, ЦФО, 119234, РФ"

+Louisiana State University,30.40550035,-91.1862047410405,"LSU, Gourrier Avenue, Baton Rouge, East Baton Rouge Parish, Louisiana, 70803, USA"

+"Lund University, Lund, Sweden",55.7039571,13.1902011,"TEM at Lund University, 9, Klostergatan, Stadskärnan, Centrum, Lund, Skåne, Götaland, 22222, Sverige"

+"M S Ramaiah Institute of Technology, Bangalore, Karnataka, India",13.0309553,77.5648559396817,"M S Ramaiah Institute of Technology, MSRIT Quadrangle Path, RMV Stage II - 1st Block, Aramane Nagara Ward, West Zone, Bengaluru, Bangalore Urban, Karnataka, 560054, India"

+MASSACHUSETTS INSTITUTE OF TECHNOLOGY,42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+MASSACHUSETTS INSTITUTE OF TECHNOLOGY (MIT,42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+METs Institute of Engineering,28.2140454,83.9607104993073,"Dihiko Paton, Pokhara Lekhnath Metropolitan Ward No. 6, Pokhara, Pokhara Lekhnath Metropolitan, कास्की, गण्डकी अञ्चल, पश्चिमाञ्चल विकास क्षेत्र, नेपाल"

+MULTIMEDIA UNIVERSITY,2.92749755,101.641853013536,"Universiti Multimedia, Persiaran Neuron, Bandar Nusaputra, Cyberjaya, Selangor, 63000, Malaysia"

+Macau University of Science and,22.3358031,114.265903983304,"HKUST, 大學道 University Road, 大埔仔 Tai Po Tsai, 大埔仔村 Tai Po Tsai Village, 新界 New Territories, HK, DD253 1209, 中国"

+Macau University of Science and Technology,22.15263985,113.568032061523,"Universidade de Ciência e Tecnologia de Macau 澳門科技大學 Macau University of Science and Technology, 偉龍馬路 Avenida Wai Long, 氹仔Taipa, 氹仔舊城區 Vila de Taipa, 嘉模堂區 Nossa Senhora do Carmo, 氹仔 Taipa, 澳門 Macau, 853, 中国"

+"Macau University of Science and Technology, Macau",22.15263985,113.568032061523,"Universidade de Ciência e Tecnologia de Macau 澳門科技大學 Macau University of Science and Technology, 偉龍馬路 Avenida Wai Long, 氹仔Taipa, 氹仔舊城區 Vila de Taipa, 嘉模堂區 Nossa Senhora do Carmo, 氹仔 Taipa, 澳門 Macau, 853, 中国"

+Mahanakorn University of Technology,13.84450465,100.856208183836,"มหาวิทยาลัยเทคโนโลยีมหานคร, 140, ถนนเชื่อมสัมพันธ์, กรุงเทพมหานคร, เขตหนองจอก, กรุงเทพมหานคร, 10530, ประเทศไทย"

+"Manchester University, UK",53.47020165,-2.23932183309859,"Manchester Metropolitan University – All Saints Campus, Lower Ormond Street, Hulme, Manchester, Greater Manchester, North West England, England, M15 6BX, UK"

+"Manonmaniam Sundaranar University, India",8.76554685,77.65100444813,"Manonmaniam Sundaranar University, Tenkasi-Tirunelveli, Gandhi Nagar, Tirunelveli, Tirunelveli Kattabo, Tamil Nadu, 627808, India"

+"Manonmaniam Sundaranar University, Tirunelveli",8.76554685,77.65100444813,"Manonmaniam Sundaranar University, Tenkasi-Tirunelveli, Gandhi Nagar, Tirunelveli, Tirunelveli Kattabo, Tamil Nadu, 627808, India"

+"Manonmaniam Sundaranar University, Tirunelveli, India",8.76554685,77.65100444813,"Manonmaniam Sundaranar University, Tenkasi-Tirunelveli, Gandhi Nagar, Tirunelveli, Tirunelveli Kattabo, Tamil Nadu, 627808, India"

+Marquette University,43.03889625,-87.9315544990507,"Marquette University, West Wisconsin Avenue, University Hill, Milwaukee, Milwaukee County, Wisconsin, 53226, USA"

+Massachusetts Institute,42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+Massachusetts Institute of Technology,42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+Massachusetts Institute of Technology (MIT,42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+"Massachusetts Institute of Technology, Cambridge, MA 02139, USA",42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+Math Institute,43.65879595,-79.3975504060101,"Fields Institute for Research in Math Science, 222, College Street, Kensington Market, Old Toronto, Toronto, Ontario, M5T 3A1, Canada"

+Max Planck Institute for Biological Cybernetics,48.5369125,9.05922532743396,"Max-Planck-Institut für Biologische Kybernetik, 8, Max-Planck-Ring, Max-Planck-Institut, Wanne, Tübingen, Landkreis Tübingen, Regierungsbezirk Tübingen, Baden-Württemberg, 72076, Deutschland"

+Max Planck Institute for Informatics,49.2579566,7.04577416640431,"MPII, E1 4, Campus, Universität, Sankt Johann, Bezirk Mitte, Saarbrücken, Regionalverband Saarbrücken, Saarland, 66123, Deutschland"

+"Max Planck Institute for Informatics, Germany",49.2579566,7.04577416640431,"MPII, E1 4, Campus, Universität, Sankt Johann, Bezirk Mitte, Saarbrücken, Regionalverband Saarbrücken, Saarland, 66123, Deutschland"

+Max-Planck Institute for Informatics,49.2579566,7.04577416640431,"MPII, E1 4, Campus, Universität, Sankt Johann, Bezirk Mitte, Saarbrücken, Regionalverband Saarbrücken, Saarland, 66123, Deutschland"

+McGill University,45.5039761,-73.5749687,"McGill University, Rue Sherbrooke Ouest, Quartier des Spectacles, Ville-Marie, Montréal, Agglomération de Montréal, Montréal (06), Québec, H3A 3P8, Canada"

+"McGill University, Montreal, Canada",45.50691775,-73.5791162596496,"McGill University, Avenue Docteur Penfield, Quartier des Spectacles, Ville-Marie, Montréal, Agglomération de Montréal, Montréal (06), Québec, H3A 2T8, Canada"

+McGovern Institute,42.3626295,-71.0914481,"McGovern Institute for Brain Research (MIT), Main Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+McGovern Institute for Brain Research,42.3626295,-71.0914481,"McGovern Institute for Brain Research (MIT), Main Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+McMaster University,43.26336945,-79.9180968401692,"McMaster University, Westdale, Hamilton, Ontario, Canada"

+Meiji University,35.6975029,139.761391749285,"明治大学, 錦華坂, 猿楽町1, 猿楽町, 東京, 千代田区, 東京都, 関東地方, 101-0051, 日本"

+Michigan State University,42.718568,-84.4779157093052,"Michigan State University, Farm Lane, East Lansing, Ingham County, Michigan, 48824, USA"

+"Michigan State University, E. Lansing, MI 48823, USA",42.7337998,-84.4804243,"Dero Fixit Bike Station, Grand River Avenue, East Lansing, Ingham County, Michigan, 48824, USA"

+"Michigan State University, East Lansing MI",42.718568,-84.4779157093052,"Michigan State University, Farm Lane, East Lansing, Ingham County, Michigan, 48824, USA"

+"Michigan State University, East Lansing, MI 48824, USA",42.718568,-84.4779157093052,"Michigan State University, Farm Lane, East Lansing, Ingham County, Michigan, 48824, USA"

+"Michigan State University, East Lansing, MI, USA",42.718568,-84.4779157093052,"Michigan State University, Farm Lane, East Lansing, Ingham County, Michigan, 48824, USA"

+Middle East Technical University,39.87549675,32.7855350558467,"ODTÜ, 1, 1591.sk(315.sk), Çiğdem Mahallesi, Ankara, Çankaya, Ankara, İç Anadolu Bölgesi, 06800, Türkiye"

+Middlebury College,44.0090777,-73.1767946,"Middlebury College, Old Chapel Road, Middlebury, Addison County, Vermont, 05753, USA"

+Middlesex University London,51.59029705,-0.229632209454029,"Middlesex University, Greyhound Hill, Hendon, The Hyde, London Borough of Barnet, London, Greater London, England, NW4 4JP, UK"

+"Middlesex University London, London, UK",51.59029705,-0.229632209454029,"Middlesex University, Greyhound Hill, Hendon, The Hyde, London Borough of Barnet, London, Greater London, England, NW4 4JP, UK"

+"Middlesex University London, UK",51.59029705,-0.229632209454029,"Middlesex University, Greyhound Hill, Hendon, The Hyde, London Borough of Barnet, London, Greater London, England, NW4 4JP, UK"

+"Middlesex University, London",51.59029705,-0.229632209454029,"Middlesex University, Greyhound Hill, Hendon, The Hyde, London Borough of Barnet, London, Greater London, England, NW4 4JP, UK"

+Monash University,-37.78397455,144.958674326093,"Monash University, Mile Lane, Parkville, City of Melbourne, Victoria, 3000, Australia"

+"Monash University, Victoria, Australia",-37.9011951,145.130584919767,"Monash University, Business Park Drive, Monash Business Park, Notting Hill, City of Monash, Victoria, 3800, Australia"

+"Moscow Institute of Physics and Technology, Russia",55.929035,37.5186680829482,"МФТИ, 9, Институтский переулок, Виноградовские Горки, Лихачёво, Долгопрудный, городской округ Долгопрудный, Московская область, ЦФО, 141700, РФ"

+Muhlenberg College,40.5967637,-75.5124062,"Muhlenberg College, 2400, West Chew Street, Rose Garden, Allentown, Lehigh County, Pennsylvania, 18104, USA"

+Multimedia University,2.92749755,101.641853013536,"Universiti Multimedia, Persiaran Neuron, Bandar Nusaputra, Cyberjaya, Selangor, 63000, Malaysia"

+"Multimedia University, Cyberjaya, Malaysia",2.92749755,101.641853013536,"Universiti Multimedia, Persiaran Neuron, Bandar Nusaputra, Cyberjaya, Selangor, 63000, Malaysia"

+Myongji University,37.2381023,127.1903431,"명지대, 금학로, 역북동, 처인구, 용인시, 경기, 17144, 대한민국"

+"Nagaoka University of Technology, Japan",37.42354445,138.77807276029,"長岡技術科学大学 (Nagaoka University of Technology), 長岡西山線, 長岡市, 新潟県, 中部地方, 日本"

+Nagoya University,43.53750985,143.60768225282,"SuperDARN (Hokkaido West), 太辛第1支線林道, 陸別町, 足寄郡, 十勝総合振興局, 北海道, 北海道地方, 日本"

+"Nagoya University, Japan",43.53750985,143.60768225282,"SuperDARN (Hokkaido West), 太辛第1支線林道, 陸別町, 足寄郡, 十勝総合振興局, 北海道, 北海道地方, 日本"

+"Nanjing University of Aeronautics and Astronautics, China",32.0373496,118.8140686,"南京航空航天大学, 御道街, 白下区, 新世纪广场, 秦淮区, 南京市, 江苏省, 210016, 中国"

+"Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China",32.0373496,118.8140686,"南京航空航天大学, 御道街, 白下区, 新世纪广场, 秦淮区, 南京市, 江苏省, 210016, 中国"

+Nanjing University of Information Science and Technology,32.2068102,118.718472893883,"南京信息工程大学, 龙山北路, 第十六街区, 浦口区, 南京市, 江苏省, 210032, 中国"

+Nanjing University of Science and Technology,32.031826,118.852142742792,"南京理工大学, 友谊路, 余粮庄, 玄武区, 南京市, 江苏省, 210016, 中国"

+"Nanjing University of Science and Technology, China",32.031826,118.852142742792,"南京理工大学, 友谊路, 余粮庄, 玄武区, 南京市, 江苏省, 210016, 中国"

+"Nanjing University, China",32.0565957,118.774088328078,"NJU, 三江路, 鼓楼区, 南京市, 江苏省, 210093, 中国"

+"Nanjing University, Nanjing 210023, China",32.0565957,118.774088328078,"NJU, 三江路, 鼓楼区, 南京市, 江苏省, 210093, 中国"

+"Nanjing University, Nanjing 210093, China",32.0565957,118.774088328078,"NJU, 三江路, 鼓楼区, 南京市, 江苏省, 210093, 中国"

+"Nanjing University, Nanjing 210093, P.R.China",32.0565957,118.774088328078,"NJU, 三江路, 鼓楼区, 南京市, 江苏省, 210093, 中国"

+Nanyang Technological University,1.3484104,103.682979653067,"NTU, Faculty Avenue, Jurong West, Southwest, 637460, Singapore"

+"Nanyang Technological University, Singapore",1.3484104,103.682979653067,"NTU, Faculty Avenue, Jurong West, Southwest, 637460, Singapore"

+"Nanyang Technological University, Singapore 639798, Singapore",1.3484104,103.682979653067,"NTU, Faculty Avenue, Jurong West, Southwest, 637460, Singapore"

+National Cheng Kung University,22.9991916,120.216251337909,"成大, 1, 大學路, 大學里, 前甲, 東區, 臺南市, 70101, 臺灣"

+"National Cheng Kung University, Tainan, Taiwan",22.9991916,120.216251337909,"成大, 1, 大學路, 大學里, 前甲, 東區, 臺南市, 70101, 臺灣"

+"National Chiao Tung University, Taiwan",24.78676765,120.997244116807,"NCTU;交大;交通大學;交大光復校區;交通大學光復校區, 1001, 大學路, 光明里, 赤土崎, 東區, 新竹市, 30010, 臺灣"

+National Chiao-Tung University,24.78676765,120.997244116807,"NCTU;交大;交通大學;交大光復校區;交通大學光復校區, 1001, 大學路, 光明里, 赤土崎, 東區, 新竹市, 30010, 臺灣"

+National Institute of Advanced Industrial Science and Technology,36.05238585,140.118523607658,"産業技術総合研究所；西事業所, 学園西大通り, Onogawa housing complex, つくば市, 茨城県, 関東地方, 305-0051, 日本"

+National Institute of Standards and Technology,39.1254938,-77.2229347515,"National Institute of Standards and Technology, Summer Walk Drive, Diamond Farms, Gaithersburg, Montgomery County, Maryland, 20878, USA"

+"National Institute of Standards and Technology, Gaithersburg, MD 20899, USA",39.1254938,-77.2229347515,"National Institute of Standards and Technology, Summer Walk Drive, Diamond Farms, Gaithersburg, Montgomery County, Maryland, 20878, USA"

+National Institute of Technology Karnataka,13.01119095,74.7949882494716,"National Institute of Technology, Karnataka, NH66, ದಕ್ಷಿಣ ಕನ್ನಡ, Mangaluru taluk, Dakshina Kannada, Karnataka, 575025, India"

+National Institute of Technology Rourkela,22.2501589,84.9066855698087,"National Institute of Technology, inside the department, Koel Nagar, Rourkela, Sundargarh, Odisha, 769002, India"

+"National Institute of Technology, Durgapur, West Bengal, India",23.54869625,87.291057119111,"National Institute Of Technology, Durgapur, Priyadarshini Indira Sarani, Durgapur, Bānkurā, West Bengal, 713209, India"

+National Institutes of Health,39.00041165,-77.1032777503325,"NIH, Pooks Hill, Bethesda, Montgomery County, Maryland, USA"

+"National Sun Yat Sen University, 804 Kaohsiung, Taiwan",22.62794005,120.266318480249,"國立中山大學, 70, 蓮海路, 桃源里, 柴山, 鼓山區, 高雄市, 804, 臺灣"

+National Taipei University,24.94314825,121.368629787836,"國立臺北大學, 151, 大學路, 龍恩里, 隆恩埔, 三峽區, 新北市, 23741, 臺灣"

+National Taiwan University,25.01682835,121.538469235773,"臺大;台大, 1, 羅斯福路四段, 學府里, 大安區, 臺北市, 10617, 臺灣"

+National Taiwan University of Science and Technology,25.01353105,121.541737363138,"臺科大, 43, 基隆路四段, 學府里, 下內埔, 大安區, 臺北市, 10607, 臺灣"

+"National Taiwan University of Science and Technology, Taipei 10607, Taiwan",25.01353105,121.541737363138,"臺科大, 43, 基隆路四段, 學府里, 下內埔, 大安區, 臺北市, 10607, 臺灣"

+"National Taiwan University, Taipei, Taiwan",25.01682835,121.538469235773,"臺大;台大, 1, 羅斯福路四段, 學府里, 大安區, 臺北市, 10617, 臺灣"

+"National Taiwan University, Taiwan",25.01682835,121.538469235773,"臺大;台大, 1, 羅斯福路四段, 學府里, 大安區, 臺北市, 10617, 臺灣"

+National Technical University of Athens,37.98782705,23.7317973260904,"Εθνικό Μετσόβιο Πολυτεχνείο, Στουρνάρη, Μουσείο, Αθήνα, Δήμος Αθηναίων, Π.Ε. Κεντρικού Τομέα Αθηνών, Περιφέρεια Αττικής, Αττική, 11250, Ελλάδα"

+National University,14.6042947,120.994285201104,"National University, M.F. Jocson, Royal Plaza, Sampaloc, Fourth District, Manila, Metro Manila, 1008, Philippines"

+National University of Defense Technology,28.2290209,112.994832044032,"国防科学技术大学, 三一大道, 开福区, 开福区 (Kaifu), 长沙市 / Changsha, 湖南省, 410073, 中国"

+"National University of Defense Technology, Changsha 410073, China",28.2290209,112.994832044032,"国防科学技术大学, 三一大道, 开福区, 开福区 (Kaifu), 长沙市 / Changsha, 湖南省, 410073, 中国"

+"National University of Ireland Maynooth, Co. Kildare, Ireland",53.3846975,-6.60039458177959,"National University of Ireland Maynooth, River Apartments, Maynooth, Maynooth ED, Maynooth Municipal District, County Kildare, Leinster, KILDARE, Ireland"

+"National University of Kaohsiung, 811 Kaohsiung, Taiwan",22.73424255,120.283497550993,"國立高雄大學, 中央廣場, 藍田, 藍田里, 楠梓區, 高雄市, 811, 臺灣"

+National University of Science and Technology,33.6450855,72.9915892221655,"National University of Science and Technology, Indus Loop, H-11, ICT, وفاقی دارالحکومت اسلام آباد, 44000, ‏پاکستان‎"

+"National University of Sciences and Technology (NUST), Islamabad, Pakistan",33.644347,72.9885079,"National University of Sciences and Technology (NUST), Kashmir Highway, جی - 10, ICT, وفاقی دارالحکومت اسلام آباد, 44000, ‏پاکستان‎"

+National University of Singapore,1.2962018,103.776899437848,"NUS, Former 1936 British Outpost, Nepal Hill, Clementi, Southwest, 117542, Singapore"

+"National University of Singapore, Singapore",1.2962018,103.776899437848,"NUS, Former 1936 British Outpost, Nepal Hill, Clementi, Southwest, 117542, Singapore"

+National University of Technology Technology,33.3120263,44.4471829434368,"الجامعة التكنلوجية, A86;N11;D383, محلة 103, Al Saadoom Park, Rusafa, بغداد, Al Resafa, محافظة بغداد, 3241, العراق"

+National University of singapore,1.2962018,103.776899437848,"NUS, Former 1936 British Outpost, Nepal Hill, Clementi, Southwest, 117542, Singapore"

+"Neurological Institute, USA",40.84211085,-73.9428460313244,"Neurological Institute of New York, Haven Avenue, Washington Heights, Manhattan, Manhattan Community Board 12, New York County, NYC, New York, 10032, USA"

+New Jersey Institute of Technology,40.7423025,-74.1792817237128,"New Jersey Institute of Technology, Warren Street, University Heights, Newark, Essex County, New Jersey, 07103, USA"

+"New Jersey Institute of Technology, USA",40.7423025,-74.1792817237128,"New Jersey Institute of Technology, Warren Street, University Heights, Newark, Essex County, New Jersey, 07103, USA"

+New York University,40.72925325,-73.9962539360963,"NYU, West 4th Street, NoHo Historic District, NoHo, Manhattan, Manhattan Community Board 2, New York County, NYC, New York, 10012, USA"

+"Newcastle University, Newcastle upon Tyne",54.98023235,-1.61452627035949,"Newcastle University, Claremont Walk, Haymarket, Newcastle upon Tyne, Tyne and Wear, North East England, England, NE1 7RU, UK"

+"Normal University, Kunming, China",25.0580509,102.6955241,"云南师范大学, 一二一大街, 志城家园, 五华区, 五华区 (Wuhua), 昆明市 (Kunming), 云南省, 650030, 中国"

+North Carolina Central University,35.97320905,-78.897550537484,"North Carolina Central University, George Street, Hayti, Durham, Durham County, North Carolina, 27707, USA"

+"North China Electric Power University, Baoding, China",38.8760446,115.4973873,"华北电力大学, 永华北大街, 莲池区, 保定市, 莲池区 (Lianchi), 保定市, 河北省, 071000, 中国"

+"North Dakota State University, Fargo, ND 58108-6050, USA",46.897155,-96.8182760282419,"North Dakota State University, 15th Avenue North, Fargo, Cass County, North Dakota, 58102, USA"

+Northeastern University,42.3383668,-71.0879352428284,"Snell Library, 360, Huntington Avenue, Roxbury Crossing, Fenway, Boston, Suffolk County, Massachusetts, 02115, USA"

+"Northeastern University, Boston, MA, USA",42.3383668,-71.0879352428284,"Snell Library, 360, Huntington Avenue, Roxbury Crossing, Fenway, Boston, Suffolk County, Massachusetts, 02115, USA"

+"Northeastern University, Boston, USA",42.3383668,-71.0879352428284,"Snell Library, 360, Huntington Avenue, Roxbury Crossing, Fenway, Boston, Suffolk County, Massachusetts, 02115, USA"

+"Northeastern University, MA, USA",42.3383668,-71.0879352428284,"Snell Library, 360, Huntington Avenue, Roxbury Crossing, Fenway, Boston, Suffolk County, Massachusetts, 02115, USA"

+Northumbria University,55.0030632,-1.57463231052026,"Northumbria University, Birkdale Close, High Heaton, Newcastle upon Tyne, Tyne and Wear, North East England, England, NE7 7TP, UK"

+"Northumbria University, Newcastle upon Tyne, NE1 8ST, UK",54.9781026,-1.6067699,"Northumbria University, Northumberland Road, Cradlewell, Haymarket, Newcastle upon Tyne, Tyne and Wear, North East England, England, NE1 8SG, UK"

+Northwestern University,42.0551164,-87.6758111348217,"Northwestern University, Northwestern Place, Downtown, Evanston, Cook County, Illinois, 60208, USA"

+Nottingham Trent University,52.9577322,-1.15617099267709,"Nottingham Trent University, Waverley Terrace, Lace Market, The Park, City of Nottingham, East Midlands, England, NG1 5JD, UK"

+"Nottingham Trent University, Nottingham, UK",52.9577322,-1.15617099267709,"Nottingham Trent University, Waverley Terrace, Lace Market, The Park, City of Nottingham, East Midlands, England, NG1 5JD, UK"

+"Nottingham University Hospital, Nottingham, UK",52.9434967,-1.18631123153121,"Nottingham University Hospital, Central Route, Dunkirk, Wollaton, City of Nottingham, East Midlands, England, NG7 2UH, UK"

+OF PRINCETON UNIVERSITY,40.34829285,-74.66308325,"Lot 9, University Place, Princeton Township, Mercer County, New Jersey, 08540, USA"

+OF STANFORD UNIVERSITY,37.43131385,-122.169365354983,"Stanford University, Memorial Way, Stanford, Santa Clara County, California, 94305-6015, USA"

+Oakland University,42.66663325,-83.2065575175658,"Oakland University, 201, Meadow Brook Road, Rochester Hills, Oakland County, Michigan, 48309-4401, USA"

+Okayama University,34.6893393,133.9222272,"岡山大学, 津高法界院停車場線, 津島東2, 津島東, 北区, 岡山市, 岡山県, 中国地方, 700-0081, 日本"

+Oregon State University,45.5198289,-122.677979643331,"OSU Beaver Store, 538, Southwest 6th Avenue, Portland Downtown, Portland, Multnomah County, Oregon, 97204, USA"

+Otto von Guericke University,52.14005065,11.6447124822347,"Otto-von-Guericke-Universität Magdeburg, 2, Universitätsplatz, Krökentorviertel/Breiter Weg NA, Alte Neustadt, Magdeburg, Sachsen-Anhalt, 39106, Deutschland"

+Otto-von-Guericke University Magdeburg,52.14005065,11.6447124822347,"Otto-von-Guericke-Universität Magdeburg, 2, Universitätsplatz, Krökentorviertel/Breiter Weg NA, Alte Neustadt, Magdeburg, Sachsen-Anhalt, 39106, Deutschland"

+Oxford Brookes University,51.7555205,-1.2261597,"Oxford Brookes University, Headington Road, Headington, Oxford, Oxon, South East, England, OX3 0BL, UK"

+"Oxford Brookes University, Oxford, United Kingdom",51.7555205,-1.2261597,"Oxford Brookes University, Headington Road, Headington, Oxford, Oxon, South East, England, OX3 0BL, UK"

+Oxford University,51.7520849,-1.25166460220888,"University College, Logic Lane, Grandpont, Oxford, Oxon, South East, England, OX1 4EX, UK"

+"Oxford University, UK",51.7488051,-1.23874457456279,"James Mellon Hall, Rectory Road, New Marston, Oxford, Oxon, South East, England, OX4 1BU, UK"

+"PSG College of Technology, Coimbatore, Tamil Nadu, India",11.0246833,77.0028424564731,"PSG College of Technology, Avinashi Road, Ward 38, North Zone, Coimbatore, Coimbatore district, Tamil Nadu, 641001, India"

+Peking University,39.9922379,116.303938156219,"北京大学, 5号, 颐和园路, 稻香园南社区, 海淀区, 北京市, 100871, 中国"

+"Peking University, Beijing, China",39.9922379,116.303938156219,"北京大学, 5号, 颐和园路, 稻香园南社区, 海淀区, 北京市, 100871, 中国"

+Pennsylvania,40.9699889,-77.7278831,"Pennsylvania, USA"

+Plymouth University,50.3755269,-4.13937687442817,"Plymouth University, Portland Square, Barbican, Plymouth, South West England, England, PL4 6AP, UK"

+Pohang University of Science and Technology,36.01773095,129.321075092352,"포스텍, 77, 청암로, 효곡동, 남구, 포항시, 경북, 37673, 대한민국"

+Politehnica  University of Timisoara,45.746189,21.2275507517647,"UPT, Bulevardul Vasile Pârvan, Elisabetin, Timișoara, Timiș, 300223, România"

+Pondicherry Engineering College,12.0148693,79.8480910431981,"Pondicherry Engineering College, PEC MAIN ROAD, Sri Ma, Puducherry, Puducherry district, Puducherry, 605001, India"

+Portland State University,45.51181205,-122.684929993829,"Portland State University, Southwest Park Avenue, University District, Portland Downtown, Portland, Multnomah County, Oregon, 97201, USA"

+"Portland State University, USA",45.51181205,-122.684929993829,"Portland State University, Southwest Park Avenue, University District, Portland Downtown, Portland, Multnomah County, Oregon, 97201, USA"

+Portugal,40.033265,-7.8896263,Portugal

+Poznan University of Technology,52.4004837,16.9515808278647,"Dom Studencki nr 3, 3, Kórnicka, Święty Roch, Rataje, Poznań, wielkopolskie, 61-141, RP"

+Princeton University,40.34829285,-74.66308325,"Lot 9, University Place, Princeton Township, Mercer County, New Jersey, 08540, USA"

+"Princeton University, Princeton, NJ, USA",40.34725815,-74.6513455119257,"Lot 25, Ivy Lane, Princeton Township, Mercer County, New Jersey, 08544, USA"

+"Princeton University, Princeton, New Jersey, USA",40.34829285,-74.66308325,"Lot 9, University Place, Princeton Township, Mercer County, New Jersey, 08540, USA"

+"Pune Institute of Computer Technology, Pune, ( India",18.4575638,73.8507352,"Pune Institute of Computer Technology, Mediacal College Road, Vadgaon Budruk, Katraj, Pune, Pune District, Maharashtra, 411043, India"

+Punjabi University Patiala,30.3568981,76.4551272,"Punjabi University Patiala, Rajpura Road, Patiala, Punjab, 147001, India"

+Purdue University,40.4319722,-86.923893679845,"Purdue University, West Stadium Avenue, West Lafayette, Tippecanoe County, Indiana, 47907, USA"

+"Purdue University, West Lafayette, IN 47907, USA",40.4262569,-86.9157551,"Mathematical Sciences Library, 105, University Street, West Lafayette, Tippecanoe County, Indiana, 47907, USA"

+"Purdue University, West Lafayette, IN, USA",40.4319722,-86.923893679845,"Purdue University, West Stadium Avenue, West Lafayette, Tippecanoe County, Indiana, 47907, USA"

+"Purdue University, West Lafayette, IN. 47907, USA",40.4262569,-86.9157551,"Mathematical Sciences Library, 105, University Street, West Lafayette, Tippecanoe County, Indiana, 47907, USA"

+"Purdue University, West Lafayette, Indiana, 47906, USA",40.4319722,-86.923893679845,"Purdue University, West Stadium Avenue, West Lafayette, Tippecanoe County, Indiana, 47907, USA"

+"Qatar University, Qatar",25.37461295,51.4898035392337,"Qatar University, Roindabout 3, Al Tarfa (68), أم صلال, 24685, ‏قطر‎"

+Queen Mary University,47.0570222,21.922709,"Universitatea Creștină Partium - Clădirea Sulyok, 27, Strada Primăriei, Orașul Nou, Oradea, Bihor, 410209, România"

+Queen Mary University of London,51.5247272,-0.0393103466301624,"Queen Mary (University of London), Mile End Road, Globe Town, Mile End, London Borough of Tower Hamlets, London, Greater London, England, E1 4NS, UK"

+"Queen Mary University of London, London E1 4NS, UK",51.5247272,-0.0393103466301624,"Queen Mary (University of London), Mile End Road, Globe Town, Mile End, London Borough of Tower Hamlets, London, Greater London, England, E1 4NS, UK"

+"Queen Mary University of London, UK",51.5247272,-0.0393103466301624,"Queen Mary (University of London), Mile End Road, Globe Town, Mile End, London Borough of Tower Hamlets, London, Greater London, England, E1 4NS, UK"

+Queensland University of Technology,-27.47715625,153.028410039129,"Queensland University of Technology, Macgregor Lane, Merthyr, South Brisbane, Brisbane, QLD, 4000, Australia"

+Queensland University of Technology (QUT,-27.4770485,153.028373791304,"QUT Gardens Point Main Library, V, Macgregor Lane, Merthyr, South Brisbane, Brisbane, QLD, 4000, Australia"

+Queensland University of Technology(QUT,-27.4770485,153.028373791304,"QUT Gardens Point Main Library, V, Macgregor Lane, Merthyr, South Brisbane, Brisbane, QLD, 4000, Australia"

+"Queensland University of Technology, Australia",-27.47715625,153.028410039129,"Queensland University of Technology, Macgregor Lane, Merthyr, South Brisbane, Brisbane, QLD, 4000, Australia"

+"Queensland University of Technology, Brisbane, QLD, Australia",-27.47715625,153.028410039129,"Queensland University of Technology, Macgregor Lane, Merthyr, South Brisbane, Brisbane, QLD, 4000, Australia"

+"RMIT University, Australia",-37.8087465,144.9638875,"RMIT University, 124, La Trobe Street, Melbourne City, City of Melbourne, Victoria, 3000, Australia"

+RWTH Aachen University,50.7791703,6.06728732851292,"RWTH Aachen, Mies-van-der-Rohe-Straße, Königshügel, Aachen-Mitte, Aachen, Städteregion Aachen, Regierungsbezirk Köln, Nordrhein-Westfalen, 52074, Deutschland"

+"RWTH Aachen University, Aachen, Germany",50.7791703,6.06728732851292,"RWTH Aachen, Mies-van-der-Rohe-Straße, Königshügel, Aachen-Mitte, Aachen, Städteregion Aachen, Regierungsbezirk Köln, Nordrhein-Westfalen, 52074, Deutschland"

+Raipur institute of technology,21.2262243,81.8013664,"Raipur institute of technology, NH53, Raipur, Chhattisgarh, 492101, India"

+Rensselaer Polytechnic Institute,42.7298459,-73.6795021620135,"Rensselaer Polytechnic Institute, Sage Avenue, Downtown, City of Troy, Rensselaer County, New York, 12180, USA"

+"Rensselaer Polytechnic Institute, Troy, NY 12180, USA",42.73280325,-73.6622354488153,"Rensselaer Polytechnic Institute, Tibbits Avenue, Downtown, City of Troy, Rensselaer County, New York, 12180, USA"

+"Rensselaer Polytechnic Institute, USA",42.7298459,-73.6795021620135,"Rensselaer Polytechnic Institute, Sage Avenue, Downtown, City of Troy, Rensselaer County, New York, 12180, USA"

+Research Center,24.7261991,46.6365468966391,"مركز البحوث, طريق تركي الأول بن عبدالعزيز آل سعود, المحمدية, Al Muhammadiyah District حي المحمدية, Al Maather Municipality, الرياض, منطقة الرياض, 12371, السعودية"

+Reutlingen University,48.48187645,9.18682403998887,"Campus Hohbuch, Campus Hochschule Reutlingen, Reutlingen, Landkreis Reutlingen, Regierungsbezirk Tübingen, Baden-Württemberg, 72762, Deutschland"

+"Rheinische-Friedrich-Wilhelms University, Bonn, Germany",50.7338124,7.1022465,"Rheinische Friedrich-Wilhelms-Universität Bonn, Arkadenhof, Bonn-Zentrum, Stadtbezirk Bonn, Bonn, Regierungsbezirk Köln, Nordrhein-Westfalen, 53113, Deutschland"

+Rice University,29.71679145,-95.4047811339379,"Rice University, Stockton Drive, Houston, Harris County, Texas, 77005-1890, USA"

+"Rice University, Houston, TX, 77005, USA",29.71679145,-95.4047811339379,"Rice University, Stockton Drive, Houston, Harris County, Texas, 77005-1890, USA"

+"Rio de Janeiro State University, Brazil",-22.91117105,-43.2357797110467,"UERJ, 524, Rua São Francisco Xavier, Maracanã, Zona Norte do Rio de Janeiro, Rio de Janeiro, Microrregião Rio de Janeiro, Região Metropolitana do Rio de Janeiro, RJ, Região Sudeste, 20550-900, Brasil"

+"Ritsumeikan University, Japan",35.0333281,135.7249154,"立命館大学 (Ritsumeikan University), 衣笠宇多野線, 北区, 京都市, 京都府, 近畿地方, 6038577, 日本"

+"Ritsumeikan University, Kyoto, Japan",35.0333281,135.7249154,"立命館大学 (Ritsumeikan University), 衣笠宇多野線, 北区, 京都市, 京都府, 近畿地方, 6038577, 日本"

+"Ritsumeikan, University",49.26007165,-123.253442836235,"Ritsumeikan House, Lower Mall, University Endowment Lands, Metro Vancouver, British Columbia, V6T, Canada"

+Robotics Institute,13.65450525,100.494231705059,"Institute for Field Robotics, ประชาอุทิศ, กรุงเทพมหานคร, เขตราษฎร์บูรณะ, กรุงเทพมหานคร, 10140, ประเทศไทย"

+Rochester Institute of Technology,43.08250655,-77.6712166264273,"Rochester Institute of Technology (RIT), 1, Lomb Memorial Drive, Bailey, Henrietta Town, Monroe County, New York, 14623, USA"

+Rowan University,39.7103526,-75.1193266647699,"Rowan University, Esbjornson Walk, Glassboro, Gloucester County, New Jersey, 08028, USA"

+Rowland Institute,42.3639862,-71.0778293,"Rowland Research Institute, Land Boulevard, East Cambridge, Cambridge, Middlesex County, Massachusetts, 02142, USA"

+Ruhr University Bochum,51.44415765,7.26096541306078,"RUB, 150, Universitätsstraße, Ruhr-Universität, Querenburg, Bochum-Süd, Bochum, Regierungsbezirk Arnsberg, Nordrhein-Westfalen, 44801, Deutschland"

+"Ruhr-University Bochum, Germany",51.44415765,7.26096541306078,"RUB, 150, Universitätsstraße, Ruhr-Universität, Querenburg, Bochum-Süd, Bochum, Regierungsbezirk Arnsberg, Nordrhein-Westfalen, 44801, Deutschland"

+Rutgers University,40.47913175,-74.431688684404,"Rutgers Cook Campus - North, Biel Road, New Brunswick, Middlesex County, New Jersey, 08901, USA"

+"Rutgers University, New Brunswick, NJ",40.50007595,-74.4457915242934,"Zimmerli Art Museum, 71, Hamilton Street, New Brunswick, Middlesex County, New Jersey, 08901-1248, USA"

+"Rutgers University, Newark, NJ, USA",40.7417586,-74.1750462269524,"Dana Library, Bleeker Street, Teachers Village, Newark, Essex County, New Jersey, 07102, USA"

+"Rutgers University, Piscataway NJ 08854, USA",40.5234675,-74.436975,"The Rock Cafe, Joyce Kilmer Avenue, Piscataway Township, Middlesex County, New Jersey, 08854, USA"

+"Rutgers University, Piscataway, NJ",40.5234675,-74.436975,"The Rock Cafe, Joyce Kilmer Avenue, Piscataway Township, Middlesex County, New Jersey, 08854, USA"

+"Rutgers University, Piscataway, NJ 08854, USA",40.5234675,-74.436975,"The Rock Cafe, Joyce Kilmer Avenue, Piscataway Township, Middlesex County, New Jersey, 08854, USA"

+"Rutgers University, USA",40.47913175,-74.431688684404,"Rutgers Cook Campus - North, Biel Road, New Brunswick, Middlesex County, New Jersey, 08901, USA"

+"Ryerson University, Canada",43.65815275,-79.3790801045263,"Ryerson University, Gould Street, Downtown Yonge, Old Toronto, Toronto, Ontario, M5B 2G9, Canada"

+"SASTRA University, Thanjavur, Tamil Nadu, India",10.9628655,79.3853065130097,"SASTRA University, SRC Campus, Big Bazaar Street, கும்பகோணம், Thanjavur district, Tamil Nadu, 612001, India"

+SIMON FRASER UNIVERSITY,49.2767454,-122.917773749103,"SFU Burnaby, South Campus Road, Barnet, Burnaby, Metro Vancouver, British Columbia, V5A 4X6, Canada"

+Sabanci University,40.8927159,29.3786332263582,"Sabanci Universitesi, Preveze Cad., Orta Mahallesi, Tepeören, Tuzla, İstanbul, Marmara Bölgesi, 34953, Türkiye"

+Sakarya University,40.76433515,30.3940787517111,"Sakarya Üniversitesi Diş Hekimliği Fakültesi, Adnan Menderes Caddesi, Güneşler, Adapazarı, Sakarya, Marmara Bölgesi, 54050, Türkiye"

+"San Jose State University, San Jose, CA",37.3351908,-121.881260081527,"SJSU, El Paseo de Cesar E. Chavez, Downtown Historic District, Japantown, San José, Santa Clara County, California, 95113, USA"

+"Santa Clara University, Santa Clara, CA. 95053, USA",37.34820285,-121.935635412063,"Cowell Center, Accolti Way, Santa Clara, Santa Clara County, California, 95053, USA"

+Santa Fe Institute,35.7002878,-105.908648471331,"Santa Fe Institute, Hyde Park Road, Santa Fe, Santa Fe County, New Mexico, 87501, USA"

+"School, The University of Sydney, Sydney, NSW, Australia",-33.8893229,151.180068,"Royal Prince Alfred Hospital School, 57-59, Grose Street, Camperdown, Sydney, NSW, 2050, Australia"

+"Science, University of Amsterdam",52.3553655,4.9501644,"Institute for Logic, Language and Computation (ILLC), 107, Science Park, Oost-Watergraafsmeer, Amsterdam, Oost, Amsterdam, Noord-Holland, Nederland, 1098XG, Nederland"

+Semarang State University,-7.00349485,110.417749486905,"Mandiri University, Jalan Tambora, RW 10, Tegalsari, Candisari, Semarang, Jawa Tengah, 50252, Indonesia"

+Seoul National University,37.26728,126.9841151,"서울대학교, 서호동로, 서둔동, 권선구, 수원시, 경기, 16614, 대한민국"

+Shaheed Zulfikar Ali Bhutto Institute of,24.8186587,67.0316585,"Shaheed Zulfikar Ali Bhutto Institute of Science and Technology - Karachi Campus, Block 5, Clifton Block 5, CBC, ڪراچي Karachi, Karāchi District, سنڌ, 75600, ‏پاکستان‎"

+Shandong University of Science and Technology,36.00146435,120.116240565627,"山东科技大学, 579, 前湾港路, 牛王庙, 北下庄, 黄岛区 (Huangdao), 青岛市, 山东省, 266500, 中国"

+Shanghai Jiao Tong University,31.20081505,121.428406809373,"上海交通大学（徐汇校区）, 淮海西路, 番禺小区, 平阴桥, 徐汇区, 上海市, 200052, 中国"

+"Shanghai Jiao Tong University, China",31.20081505,121.428406809373,"上海交通大学（徐汇校区）, 淮海西路, 番禺小区, 平阴桥, 徐汇区, 上海市, 200052, 中国"

+"Shanghai Jiao Tong University, Shanghai 200240, China",31.02775885,121.432219256081,"上海交通大学（闵行校区）, 宣怀大道, 紫竹科技园区, 英武, 闵行区, 上海市, 200240, 中国"

+"Sharda University, Greater Noida, India",28.4737512,77.4836148,"Sharda University, Yamuna Expressway, Greater Noida, Gautam Buddha Nagar, Uttar Pradesh, 201308, India"

+Sharif University of Technology,35.7036227,51.351250969544,"دانشگاه صنعتی شریف, خیابان آزادی, زنجان, منطقه ۹ شهر تهران, تهران, بخش مرکزی شهرستان تهران, شهرستان تهران, استان تهران, 14588, ‏ایران‎"

+"Sharif University of Technology, Tehran. Iran",35.7036227,51.351250969544,"دانشگاه صنعتی شریف, خیابان آزادی, زنجان, منطقه ۹ شهر تهران, تهران, بخش مرکزی شهرستان تهران, شهرستان تهران, استان تهران, 14588, ‏ایران‎"

+Shenzhen Institutes of Advanced Technology,22.59805605,113.985337841399,"中国科学院深圳先进技术研究院, 1068, 科研路, 深圳大学城, 三坑村, 南山区, 深圳市, 广东省, 518000, 中国"

+"Shenzhen University, Shenzhen, China",22.53521465,113.931591101679,"深圳大学, 3688, 南海大道, 蛇口, 同乐村, 南山区, 深圳市, 广东省, 518060, 中国"

+Shiraz University,29.6385474,52.5245706,"دانشگاه شیراز, میدان ارم, محدوده شهرداری منطقه یک - شهرداری شیراز, شیراز, بخش مرکزی شهرستان شیراز, شهرستان شیراز, استان فارس, 71348-34689, ‏ایران‎"

+Simon Fraser University,49.2767454,-122.917773749103,"SFU Burnaby, South Campus Road, Barnet, Burnaby, Metro Vancouver, British Columbia, V5A 4X6, Canada"

+Sinhgad College of,19.0993293,74.7691424,"SINHGAD, NH61, Foi, Ahmadnagar, Ahmednagar, Maharashtra, 414001, India"

+South China University of China,23.0490047,113.3971571,"华工站, 大学城中环东路, 广州大学城, 新造, 番禺区 (Panyu), 广州市, 广东省, 510006, 中国"

+South China University of Technology,23.0502042,113.398803226836,"华南理工大学, 大学城中环东路, 广州大学城, 新造, 番禺区 (Panyu), 广州市, 广东省, 510006, 中国"

+South College Road,39.2715228,-76.6936807,"South College Road, Beechfield, Baltimore, Maryland, 21229, USA"

+"Southeast University, Nanjing, China",32.0575279,118.786822520439,"SEU, 体育馆路, 新街口, 月季园, 玄武区, 南京市, 江苏省, 210008, 中国"

+Southwest Jiaotong University,30.697847,104.0520811,"西南交通大学 - Xinan Jiaotong University, 二环高架路, 沁园小区, 金牛区, 金牛区 (Jinniu), 成都市 / Chengdu, 四川省, 610084, 中国"

+"Southwest Jiaotong University, Chengdu, China",30.697847,104.0520811,"西南交通大学 - Xinan Jiaotong University, 二环高架路, 沁园小区, 金牛区, 金牛区 (Jinniu), 成都市 / Chengdu, 四川省, 610084, 中国"

+"Southwest Jiaotong University, Chengdu, P.R. China",30.697847,104.0520811,"西南交通大学 - Xinan Jiaotong University, 二环高架路, 沁园小区, 金牛区, 金牛区 (Jinniu), 成都市 / Chengdu, 四川省, 610084, 中国"

+"Southwest University, China",29.82366295,106.420500156445,"西南大学, 天生路, 北碚区 (Beibei), 北碚区, 北碚区 (Beibei), 重庆市, 400711, 中国"

+"Southwest University, Chongqing 400715, China",29.82366295,106.420500156445,"西南大学, 天生路, 北碚区 (Beibei), 北碚区, 北碚区 (Beibei), 重庆市, 400711, 中国"

+"Sri krishna College of Technology, Coimbatore, India",10.925861,76.9224672855261,"Sri Krishna College of Technology, Kovaipudur to Golf Course Road dirt track, Ward 89, South Zone, Coimbatore, Coimbatore district, Tamil Nadu, 641001, India"

+"Stamford University Bangladesh, Dhaka-1209, Bangladesh",23.7448166,90.4084351355108,"Stamford University Bangladesh, Siddeshwari Road, ফকিরাপুল, Paltan, ঢাকা, ঢাকা বিভাগ, 1217, বাংলাদেশ"

+Stanford University,37.43131385,-122.169365354983,"Stanford University, Memorial Way, Stanford, Santa Clara County, California, 94305-6015, USA"

+"Stanford University, CA",37.43131385,-122.169365354983,"Stanford University, Memorial Way, Stanford, Santa Clara County, California, 94305-6015, USA"

+"Stanford University, CA, United States",37.43131385,-122.169365354983,"Stanford University, Memorial Way, Stanford, Santa Clara County, California, 94305-6015, USA"

+"Stanford University, Stanford, CA, USA",37.43131385,-122.169365354983,"Stanford University, Memorial Way, Stanford, Santa Clara County, California, 94305-6015, USA"

+"Stanford University, Stanford, California",37.43131385,-122.169365354983,"Stanford University, Memorial Way, Stanford, Santa Clara County, California, 94305-6015, USA"

+"Stanford University, USA",37.43131385,-122.169365354983,"Stanford University, Memorial Way, Stanford, Santa Clara County, California, 94305-6015, USA"

+"State University of New York Polytechnic Institute, Utica, New York",43.13800205,-75.2294359077068,"State University of New York Polytechnic Institute, 100, Seymour Road, Maynard, Town of Marcy, Oneida County, New York, 13502, USA"

+State University of New York at Binghamton,42.08779975,-75.9706606561486,"State University of New York at Binghamton, East Drive, Hinman, Willow Point, Vestal Town, Broome County, New York, 13790, USA"

+State University of New York at Buffalo,42.95485245,-78.8178238693065,"University at Buffalo, The State University of New York, South Campus, Norton Circle, University Heights, Buffalo, Erie County, New York, 14226, USA"

+"Statistics, University of",32.0731522,72.6814703364947,"Department Of Statistics, University Road, Satellite Town, Cantonment, سرگودھا, Sargodha District, پنجاب, 40100, ‏پاکستان‎"

+Stevens Institute of Technology,40.742252,-74.0270949,"Stevens Institute of Technology, River Terrace, Hoboken, Hudson County, New Jersey, 07030, USA"

+Stony Brook University,40.9153196,-73.1270626,"Stony Brook University, 100, Nicolls Road, Stony Brook, Suffolk County, New York, 11794, USA"

+Stony Brook University Hospital,40.90826665,-73.1152089127966,"Stony Brook University Hospital, 101, Nicolls Road, Stony Brook, Suffolk County, New York, 11794, USA"

+"Stony Brook University, NY 11794, USA",40.9153196,-73.1270626,"Stony Brook University, 100, Nicolls Road, Stony Brook, Suffolk County, New York, 11794, USA"

+"Stony Brook University, NY, USA",40.9153196,-73.1270626,"Stony Brook University, 100, Nicolls Road, Stony Brook, Suffolk County, New York, 11794, USA"

+"Stony Brook University, Stony Brook NY 11794, USA",40.9153196,-73.1270626,"Stony Brook University, 100, Nicolls Road, Stony Brook, Suffolk County, New York, 11794, USA"

+"Stony Brook University, Stony Brook, NY 11794, USA",40.9153196,-73.1270626,"Stony Brook University, 100, Nicolls Road, Stony Brook, Suffolk County, New York, 11794, USA"

+"Stony Brook University, Stony Brook, USA",40.9153196,-73.1270626,"Stony Brook University, 100, Nicolls Road, Stony Brook, Suffolk County, New York, 11794, USA"

+Sun Yat-Sen University,23.09461185,113.287889943975,"中大, 新港西路, 龙船滘, 康乐, 海珠区 (Haizhu), 广州市, 广东省, 510105, 中国"

+"Sun Yat-Sen University, Guangzhou, P.R. China",23.09461185,113.287889943975,"中大, 新港西路, 龙船滘, 康乐, 海珠区 (Haizhu), 广州市, 广东省, 510105, 中国"

+Sun Yat-sen University,23.09461185,113.287889943975,"中大, 新港西路, 龙船滘, 康乐, 海珠区 (Haizhu), 广州市, 广东省, 510105, 中国"

+SungKyunKwan University,37.3003127,126.972123,"성균관대, 덕영대로, 천천동, 장안구, 수원시, 경기, 16357, 대한민국"

+Sungkyunkwan University,37.3003127,126.972123,"성균관대, 덕영대로, 천천동, 장안구, 수원시, 경기, 16357, 대한민국"

+Swansea University,51.6091578,-3.97934429228629,"Swansea University, University Footbridge, Sketty, Swansea, Wales, SA2 8PZ, UK"

+Swiss Federal Institute of Technology,47.3764534,8.54770931489751,"ETH Zürich, 101, Rämistrasse, Hochschulen, Altstadt, Zürich, Bezirk Zürich, Zürich, 8092, Schweiz/Suisse/Svizzera/Svizra"

+THE UNIVERSITY OF ARIZONA,32.2351726,-110.950958317648,"University of Arizona, North Highland Avenue, Rincon Heights, Barrio Viejo, Tucson, Pima County, Arizona, 85721, USA"

+THE UNIVERSITY OF CHICAGO,41.78468745,-87.6007493265106,"University of Chicago, South Ellis Avenue, Woodlawn, Chicago, Cook County, Illinois, 60637, USA"

+Tafresh University,34.68092465,50.0534135183902,"دانشگاه تفرش, پاسداران, خرازان, بخش مرکزی, شهرستان تفرش, استان مرکزی, ‏ایران‎"

+"Tafresh University, Tafresh, Iran",34.68092465,50.0534135183902,"دانشگاه تفرش, پاسداران, خرازان, بخش مرکزی, شهرستان تفرش, استان مرکزی, ‏ایران‎"

+"Tamkang University, Taipei, Taiwan",25.17500615,121.450767514156,"淡江大學, 151, 英專路, 中興里, 鬼仔坑, 淡水區, 新北市, 25137, 臺灣"

+Tampere University of Technology,61.44964205,23.8587746189096,"TTY, 10, Korkeakoulunkatu, Finninmäki, Hervanta, Tampere, Tampereen seutukunta, Pirkanmaa, Länsi- ja Sisä-Suomen aluehallintovirasto, Länsi-Suomi, Manner-Suomi, 33720, Suomi"

+"Tampere University of Technology, Finland",61.44964205,23.8587746189096,"TTY, 10, Korkeakoulunkatu, Finninmäki, Hervanta, Tampere, Tampereen seutukunta, Pirkanmaa, Länsi- ja Sisä-Suomen aluehallintovirasto, Länsi-Suomi, Manner-Suomi, 33720, Suomi"

+"Tampere University of Technology, Tampere 33720, Finland",61.44964205,23.8587746189096,"TTY, 10, Korkeakoulunkatu, Finninmäki, Hervanta, Tampere, Tampereen seutukunta, Pirkanmaa, Länsi- ja Sisä-Suomen aluehallintovirasto, Länsi-Suomi, Manner-Suomi, 33720, Suomi"

+"Tampere University of Technology, Tampere, Finland",61.44964205,23.8587746189096,"TTY, 10, Korkeakoulunkatu, Finninmäki, Hervanta, Tampere, Tampereen seutukunta, Pirkanmaa, Länsi- ja Sisä-Suomen aluehallintovirasto, Länsi-Suomi, Manner-Suomi, 33720, Suomi"

+"Technical University Munich, Germany",48.14955455,11.5677531417838,"TUM, 21, Arcisstraße, Bezirksteil Königsplatz, Stadtbezirk 03 Maxvorstadt, München, Obb, Bayern, 80333, Deutschland"

+Technion   Israel Institute of Technology,32.7767536,35.0241452903301,"הטכניון - מכון טכנולוגי לישראל, דוד רוז, חיפה, קרית הטכניון, חיפה, מחוז חיפה, NO, ישראל"

+"Technological University, Davanagere, Karnataka, India",14.4525199,75.9179512,"UBDT College of Engineering, College Private Road, K.T. Jambanna Nagara, Davanagere, Davanagere taluku, Davanagere district, Karnataka, 577000, India"

+Tel Aviv University,32.1119889,34.8045970204252,"אוניברסיטת תל אביב, כיכר מנדל, תל אביב - יפו, אפקה, תל אביב-יפו, מחוז תל אביב, NO, ישראל"

+"Tel Aviv University, Israel",32.1119889,34.8045970204252,"אוניברסיטת תל אביב, כיכר מנדל, תל אביב - יפו, אפקה, תל אביב-יפו, מחוז תל אביב, NO, ישראל"

+"Tel-Aviv University, Israel",32.1119889,34.8045970204252,"אוניברסיטת תל אביב, כיכר מנדל, תל אביב - יפו, אפקה, תל אביב-יפו, מחוז תל אביב, NO, ישראל"

+Temple University,39.95472495,-75.1534690525548,"Temple University School of Podiatric Medicine, Race Street, Chinatown, Philadelphia, Philadelphia County, Pennsylvania, 19103, USA"

+"Temple University, Philadelphia, PA 19122, USA",39.9808569,-75.149594,"Temple University, West Berks Street, Hartranft, Philadelphia, Philadelphia County, Pennsylvania, 19122, USA"

+"Temple University, Philadelphia, USA",39.95472495,-75.1534690525548,"Temple University School of Podiatric Medicine, Race Street, Chinatown, Philadelphia, Philadelphia County, Pennsylvania, 19103, USA"

+Thapar University,30.35566105,76.3658164148513,"Thapar University, Hostel Road, Patiala, Punjab, 147001, India"

+The American University in Cairo,30.04287695,31.2366413899265,"الجامعة الأمريكية بالقاهرة, شارع القصر العينى, القاهرة القديمة, جاردن سيتي, القاهرة, محافظة القاهرة, 11582, مصر"

+"The American University in Cairo, Egypt",30.04287695,31.2366413899265,"الجامعة الأمريكية بالقاهرة, شارع القصر العينى, القاهرة القديمة, جاردن سيتي, القاهرة, محافظة القاهرة, 11582, مصر"

+The Australian National University,-37.81354365,144.971791681654,"Australian National University, 52, Collins Street, Melbourne City, City of Melbourne, Victoria, 3000, Australia"

+"The Australian National University  Canberra ACT 2601, Australia",-35.28121335,149.11665331324,"Australian National University, Garran Road, Acton, Canberra, Canberra Central, Australian Capital Territory, 2601, Australia"

+"The Australian National University, Canberra, Australia",-35.28121335,149.11665331324,"Australian National University, Garran Road, Acton, Canberra, Canberra Central, Australian Capital Territory, 2601, Australia"

+"The Chinese University of Hong Kong, China",22.42031295,114.207886442805,"中大 CUHK, NA梯 New Asia Stairs, 馬料水 Ma Liu Shui, 九肚村 Kau To Village, 沙田區 Sha Tin District, 新界 New Territories, HK, DD193 1191, 中国"

+"The Chinese University of Hong Kong, Hong Kong",22.42031295,114.207886442805,"中大 CUHK, NA梯 New Asia Stairs, 馬料水 Ma Liu Shui, 九肚村 Kau To Village, 沙田區 Sha Tin District, 新界 New Territories, HK, DD193 1191, 中国"

+"The Chinese University of Hong Kong, New Territories, Hong Kong",22.413656,114.2099405,"香港中文大學 Chinese University of Hong Kong, 車站路 Station Road, 馬料水 Ma Liu Shui, 九肚村 Kau To Village, 沙田區 Sha Tin District, 新界 New Territories, HK, DD193 1191, 中国"

+The City College and the Graduate Center,37.76799565,-122.400099572569,"Graduate Center, 184, Hooper Street, Mission Bay, SF, California, 94158, USA"

+"The City College of New York, New York, NY 10031, USA",40.81819805,-73.9510089793336,"CCNY, 160, Convent Avenue, Manhattanville, Manhattan, Manhattan Community Board 9, New York County, NYC, New York, 10031, USA"

+The City University of New York,40.8722825,-73.8948917141949,"Lehman College of the City University of New York, 250, Bedford Park Boulevard West, Bedford Park, The Bronx, Bronx County, NYC, New York, 10468, USA"

+The Education University of Hong Kong,22.46935655,114.19474193618,"香港教育大學 The Education University of Hong Kong, 露屏路 Lo Ping Road, 鳳園 Fung Yuen, 下坑 Ha Hang, 新界 New Territories, HK, DD5 1119, 中国"

+The Florida State University,30.44235995,-84.2974786716626,"Florida State University, 600, West College Avenue, Tallahassee, Leon County, Florida, 32306-1058, USA"

+"The Hebrew University of Jerusalem, Israel",31.7918555,35.244723,"האוניברסיטה העברית בירושלים, Reagan Plaza, קרית מנחם בגין, הר הצופים, ירושלים, מחוז ירושלים, NO, ישראל"

+The Hong Kong Polytechnic University,22.304572,114.179762852269,"hong kong, 11, 育才道 Yuk Choi Road, 尖沙咀 Tsim Sha Tsui, 油尖旺區 Yau Tsim Mong District, 九龍 Kowloon, HK, 00000, 中国"

+"The Hong Kong Polytechnic University, Hong Kong, China",22.304572,114.179762852269,"hong kong, 11, 育才道 Yuk Choi Road, 尖沙咀 Tsim Sha Tsui, 油尖旺區 Yau Tsim Mong District, 九龍 Kowloon, HK, 00000, 中国"

+The Hong Kong University of Science and Technology,22.3386304,114.2620337,"香港科技大學 Hong Kong University of Science and Technology, 大學道 University Road, 大埔仔 Tai Po Tsai, 大埔仔村 Tai Po Tsai Village, 新界 New Territories, HK, DD253 1209, 中国"

+The Institute of Electronics,12.8447999,77.6632389626693,"International Institute of Information Technology Bangalore - IIITB, Infosys Avenue, Konappana Agrahara, Electronics City Phase 1, Vittasandra, Bangalore Urban, Karnataka, 560100, India"

+The Ohio State University,40.00471095,-83.0285936787604,"The Ohio State University, Woody Hayes Drive, Columbus, Franklin County, Ohio, 43210, USA"

+"The Ohio State University, Columbus, OH, USA",40.00471095,-83.0285936787604,"The Ohio State University, Woody Hayes Drive, Columbus, Franklin County, Ohio, 43210, USA"

+"The Ohio State University, OH",40.00471095,-83.0285936787604,"The Ohio State University, Woody Hayes Drive, Columbus, Franklin County, Ohio, 43210, USA"

+The Open University,52.02453775,-0.709274809394501,"The Open University, East Lane, Walton, Monkston, Milton Keynes, South East, England, MK7 6AE, UK"

+The Open University of Israel,32.77824165,34.9956567288188,"האוניברסיטה הפתוחה, 15, אבא חושי, חיפה, גבעת דאונס, חיפה, מחוז חיפה, NO, ישראל"

+The Robotics Institute,13.65450525,100.494231705059,"Institute for Field Robotics, ประชาอุทิศ, กรุงเทพมหานคร, เขตราษฎร์บูรณะ, กรุงเทพมหานคร, 10140, ประเทศไทย"

+The State University of New Jersey,40.51865195,-74.4409980124119,"Rutgers New Brunswick: Livingston Campus, Joyce Kilmer Avenue, Piscataway Township, Middlesex County, New Jersey, 08854, USA"

+"The University of Adelaide, Australia",-34.9189226,138.604236675404,"University of Adelaide, North Terrace, Adelaide, 5000, City of Adelaide, South Australia, 5000, Australia"

+The University of British Columbia,49.25839375,-123.246581610019,"University of British Columbia, Eagles Drive, Hawthorn Place, University Endowment Lands, Metro Vancouver, British Columbia, V6T, Canada"

+The University of Cambridge,52.17638955,0.143088815415187,"Clifford Allbutt Lecture Theatre, Robinson Way, Romsey, Cambridge, Cambridgeshire, East of England, England, CB2 0QH, UK"

+The University of Electro-Communications,35.6572957,139.542558677257,"電気通信大学, 甲州街道, 調布市, 東京都, 関東地方, 182-0026, 日本"

+"The University of Electro-Communications, JAPAN",35.6572957,139.542558677257,"電気通信大学, 甲州街道, 調布市, 東京都, 関東地方, 182-0026, 日本"

+"The University of Electro-Communications, Tokyo",35.6572957,139.542558677257,"電気通信大学, 甲州街道, 調布市, 東京都, 関東地方, 182-0026, 日本"

+The University of Hong Kong,22.2081469,114.259641148719,"海洋科學研究所 The Swire Institute of Marine Science, 鶴咀道 Cape D'Aguilar Road, 鶴咀低電台 Cape D'Aguilar Low-Level Radio Station, 石澳 Shek O, 芽菜坑村 Nga Choy Hang Tsuen, 南區 Southern District, 香港島 Hong Kong Island, HK, 中国"

+The University of Manchester,53.46600455,-2.23300880782987,"University of Manchester - Main Campus, Brunswick Street, Curry Mile, Ardwick, Manchester, Greater Manchester, North West England, England, M13 9NR, UK"

+The University of Maryland,39.2899685,-76.6219610316858,"The Grand Garage, 5, North Paca Street, Seton Hill, Baltimore, Maryland, 21201, USA"

+The University of Newcastle,-33.3578899,151.37834708231,"University of Newcastle Central Coast Campus, Technology Bridge, Ourimbah, Central Coast, NSW, 2258, Australia"

+"The University of Newcastle, Callaghan 2308, Australia",-32.8930923,151.705656,"University of Newcastle, Huxley Library, University Drive, Callaghan, Newcastle-Maitland, Newcastle, NSW, 2308, Australia"

+The University of North Carolina at Charlotte,35.3103441,-80.732616166699,"Lot 20, Poplar Terrace Drive, Charlotte, Mecklenburg County, North Carolina, 28223, USA"

+"The University of North Carolina at Charlotte, USA",35.3103441,-80.732616166699,"Lot 20, Poplar Terrace Drive, Charlotte, Mecklenburg County, North Carolina, 28223, USA"

+"The University of North Carolina, Chapel Hill",35.90503535,-79.0477532652511,"University of North Carolina, Emergency Room Drive, Chapel Hill, Orange County, North Carolina, 27599, USA"

+The University of Nottingham,52.9387428,-1.20029569274574,"University of Nottingham, Lenton Abbey, Wollaton, City of Nottingham, East Midlands, England, UK"

+"The University of Nottingham, UK",52.9387428,-1.20029569274574,"University of Nottingham, Lenton Abbey, Wollaton, City of Nottingham, East Midlands, England, UK"

+The University of Sydney,-33.88890695,151.189433661925,"USyd, Fisher Road, Camperdown, Sydney, NSW, 2006, Australia"

+"The University of Sydney, NSW 2006, Australia",-33.88890695,151.189433661925,"USyd, Fisher Road, Camperdown, Sydney, NSW, 2006, Australia"

+"The University of Sydney, Sydney, Australia",-33.88890695,151.189433661925,"USyd, Fisher Road, Camperdown, Sydney, NSW, 2006, Australia"

+"The University of Tennessee, Knoxville",35.9542493,-83.9307395,"University of Tennessee, Melrose Avenue, Fort Sanders, Knoxville, Knox County, Tennessee, 37916, USA"

+The University of Texas,32.3163078,-95.2536994379459,"The University of Texas at Tyler, 3900, University Boulevard, Tyler, Smith County, Texas, 75799, USA"

+The University of Texas at,32.3163078,-95.2536994379459,"The University of Texas at Tyler, 3900, University Boulevard, Tyler, Smith County, Texas, 75799, USA"

+The University of Texas at Austin,30.284151,-97.7319559808022,"University of Texas at Austin, 1, East 23rd Street, The Drag, Austin, Travis County, Texas, 78712, USA"

+"The University of Texas at Dallas, Richardson, TX",32.9820799,-96.7566278,"University of Texas at Dallas, Richardson, Dallas County, Texas, 78080, USA"

+The University of Tokyo,35.9020448,139.936220089117,"東京大学 柏キャンパス, 学融合の道, 柏市, 千葉県, 関東地方, 277-8583, 日本"

+"The University of Tokyo, Japan",35.9020448,139.936220089117,"東京大学 柏キャンパス, 学融合の道, 柏市, 千葉県, 関東地方, 277-8583, 日本"

+The University of Western Australia,-31.95040445,115.797900374251,"UWA, 35, Underwood Avenue, Daglish, Perth, Western Australia, 6009, Australia"

+The University of York,53.94540365,-1.0313887829649,"University of York, Lakeside Way, Heslington, York, Yorkshire and the Humber, England, YO10 5FN, UK"

+"The University of York, Heslington, York YO10 5DD, United Kingdom",53.94830175,-1.05154975017361,"Campus Central Car Park, University Road, Heslington, York, Yorkshire and the Humber, England, YO10 5NH, UK"

+"The University of York, UK",53.94540365,-1.0313887829649,"University of York, Lakeside Way, Heslington, York, Yorkshire and the Humber, England, YO10 5FN, UK"

+"The University of York, United Kingdom",53.94540365,-1.0313887829649,"University of York, Lakeside Way, Heslington, York, Yorkshire and the Humber, England, YO10 5FN, UK"

+The University of the Humanities,47.9218937,106.919552402206,"Хүмүүнлэгийн ухааны их сургууль, Ж.Самбуугийн гудамж, Гандан, Улаанбаатар, 975, Монгол улс"

+The Weizmann Institute of,31.904187,34.807378,"מכון ויצמן, הרצל, מעונות וולפסון, נווה עמית, רחובות, מחוז המרכז, NO, ישראל"

+The Weizmann Institute of Science,31.9078499,34.8133409244421,"מכון ויצמן למדע, שדרת מרכוס זיו, מעונות שיין, אחוזות הנשיא, רחובות, מחוז המרכז, NO, ישראל"

+"Tohoku University, Japan",38.2530945,140.8736593,"Tohoku University, 五橋通, 青葉区, 仙台市, 宮城県, 東北地方, 980-0811, 日本"

+"Tohoku University, Sendai, Japan",38.2530945,140.8736593,"Tohoku University, 五橋通, 青葉区, 仙台市, 宮城県, 東北地方, 980-0811, 日本"

+Tokyo Denki University,35.6572957,139.542558677257,"電気通信大学, 甲州街道, 調布市, 東京都, 関東地方, 182-0026, 日本"

+Tokyo Institute of Technology,35.5167538,139.483422513406,"東京工業大学, 厚木街道, 緑区, 町田市, 神奈川県, 関東地方, 226-0026, 日本"

+"Tokyo Institute of Technology, Japan",35.5167538,139.483422513406,"東京工業大学, 厚木街道, 緑区, 町田市, 神奈川県, 関東地方, 226-0026, 日本"

+Tokyo Metropolitan University,35.6200925,139.38296706394,"首都大学東京, 由木緑道, 八王子市, 東京都, 関東地方, 1920364, 日本"

+Tomsk Polytechnic University,56.46255985,84.955654946724,"Томский политехнический университет, улица Пирогова, Южная, Кировский район, Томск, городской округ Томск, Томская область, СФО, 634034, РФ"

+Tongji University,31.28473925,121.496949085887,"同济大学, 1239, 四平路, 江湾, 虹口区, 上海市, 200092, 中国"

+"Tongji University, Shanghai 201804, China",31.28473925,121.496949085887,"同济大学, 1239, 四平路, 江湾, 虹口区, 上海市, 200092, 中国"

+"Toyota Technological Institute (Chicago, US",41.7847112,-87.5926056707507,"Toyota Technological Institute, 6045, South Kenwood Avenue, Woodlawn, Chicago, Cook County, Illinois, 60637, USA"

+Tsinghua University,40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+"Tsinghua University, 100084 Beijing, China",40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+"Tsinghua University, Beijing 100084, China",40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+"Tsinghua University, Beijing 100084, P.R.China",40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+"Tsinghua University, Beijing, China",40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+"Tsinghua University, China",40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+UNIVERSITY IN PRAGUE,50.0714761,14.4542642,"Business Institut EDU, Kodaňská, Vršovice, Praha, okres Hlavní město Praha, Hlavní město Praha, Praha, 10100, Česko"

+UNIVERSITY OF CALIFORNIA,37.87631055,-122.238859269443,"UC Berkeley, Centennial Drive, Oakland, Alameda County, California, 94720-1076, USA"

+"UNIVERSITY OF CALIFORNIA, BERKELEY",37.8687126,-122.255868148743,"Berkeley Art Museum and Pacific Film Archive, Bancroft Way, Southside, Berkeley, Alameda County, California, 94720-1076, USA"

+"UNIVERSITY OF CALIFORNIA, SAN DIEGO",32.87935255,-117.231100493855,"UCSD, 9500, Gilman Drive, Sixth College, University City, San Diego, San Diego County, California, 92093, USA"

+UNIVERSITY OF OULU,65.0592157,25.466326012507,"Oulun yliopisto, Biologintie, Linnanmaa, Oulu, Oulun seutukunta, Pohjois-Pohjanmaa, Pohjois-Suomen aluehallintovirasto, Pohjois-Suomi, Manner-Suomi, 90540, Suomi"

+UNIVERSITY OF TAMPERE,61.49412325,23.7792067776763,"Tampereen yliopisto, 4, Kalevantie, Ratinanranta, Tulli, Tampere, Tampereen seutukunta, Pirkanmaa, Länsi- ja Sisä-Suomen aluehallintovirasto, Länsi-Suomi, Manner-Suomi, 33100, Suomi"

+UNIVERSITY OF TARTU,58.38131405,26.7207808104523,"Paabel, University of Tartu, 17, Ülikooli, Kesklinn, Tartu linn, Tartu, Tartu linn, Tartu maakond, 53007, Eesti"

+UNIVERSITY OF WISCONSIN MADISON,43.07982815,-89.4306642542901,"University of Wisconsin-Madison, Marsh Lane, Madison, Dane County, Wisconsin, 53705-2221, USA"

+"Ulm University, Germany",48.38044335,10.0101011516362,"HNU, John-F.-Kennedy-Straße, Vorfeld, Wiley, Neu-Ulm, Landkreis Neu-Ulm, Schwaben, Bayern, 89231, Deutschland"

+University,51.7520849,-1.25166460220888,"University College, Logic Lane, Grandpont, Oxford, Oxon, South East, England, OX1 4EX, UK"

+University  Politehnica  of Bucharest,44.43918115,26.0504456538413,"Universitatea Politehnica din București, Novum Invest, București, Militari, Sector 6, Municipiul București, 060042, România"

+University (ITU,55.65965525,12.5910768893446,"IT-Universitetet i København, Emil Holms Kanal, Christianshavn, København, Københavns Kommune, Region Hovedstaden, 1424, Danmark"

+"University City Blvd., Charlotte, NC",35.312224,-80.7084736,"University City Boulevard, Charlotte, Mecklenburg County, North Carolina, 28223, USA"

+University College London,51.5231607,-0.1282037,"UCL Institute of Education, 20, Bedford Way, Holborn, Bloomsbury, London Borough of Camden, London, Greater London, England, WC1H 0AL, UK"

+"University College London, London WC1N 3BG, United Kingdom",51.5231607,-0.1282037,"UCL Institute of Education, 20, Bedford Way, Holborn, Bloomsbury, London Borough of Camden, London, Greater London, England, WC1H 0AL, UK"

+"University College London, London, UK",51.5231607,-0.1282037,"UCL Institute of Education, 20, Bedford Way, Holborn, Bloomsbury, London Borough of Camden, London, Greater London, England, WC1H 0AL, UK"

+"University College London, UK",51.5231607,-0.1282037,"UCL Institute of Education, 20, Bedford Way, Holborn, Bloomsbury, London Borough of Camden, London, Greater London, England, WC1H 0AL, UK"

+University Drive,-21.1753214,149.1432747,"University Drive, Ooralea, Mackay, QLD, 4740, Australia"

+"University Drive, Fairfax, VA 22030-4444, USA",38.835411,-77.316447,"University Drive, Ardmore, Fairfax, Fairfax County, Virginia, 22030, USA"

+University Institute of Engineering and Technology,26.9302879,80.9278433,"Maharishi University Of Information Technology, NH230, Jankipuram, Lucknow, Uttar Pradesh, 226021, India"

+"University Library, Singapore",1.30604775,103.7728987705,"University Town, College Avenue East, Rochester Hill, Clementi, Southwest, 138608, Singapore"

+University Of California San Diego,32.87935255,-117.231100493855,"UCSD, 9500, Gilman Drive, Sixth College, University City, San Diego, San Diego County, California, 92093, USA"

+University Of Maryland,39.2899685,-76.6219610316858,"The Grand Garage, 5, North Paca Street, Seton Hill, Baltimore, Maryland, 21201, USA"

+"University POLITEHNICA Timisoara, Timisoara, 300223, Romania",45.746189,21.2275507517647,"UPT, Bulevardul Vasile Pârvan, Elisabetin, Timișoara, Timiș, 300223, România"

+"University POLITEHNICA of Bucharest, Bucharest, Romania",44.43918115,26.0504456538413,"Universitatea Politehnica din București, Novum Invest, București, Militari, Sector 6, Municipiul București, 060042, România"

+University Politehnica of Bucharest,44.43918115,26.0504456538413,"Universitatea Politehnica din București, Novum Invest, București, Militari, Sector 6, Municipiul București, 060042, România"

+"University Politehnica of Bucharest, Romania",44.43918115,26.0504456538413,"Universitatea Politehnica din București, Novum Invest, București, Militari, Sector 6, Municipiul București, 060042, România"

+University of,29.3758342,71.7528712910287,"University of ..., University Road, بہاولپور, Bahāwalpur District, پنجاب, 63100, ‏پاکستان‎"

+University of Aberdeen,57.1646143,-2.10186013407315,"University of Aberdeen, High Street, Old Aberdeen, Aberdeen, Aberdeen City, Scotland, AB24 3EJ, UK"

+University of Abertay,56.46323375,-2.97447511707098,"Abertay University, Bell Street, City Centre, Dundee, Dundee City, Scotland, DD1 1HG, UK"

+University of Adelaide,-34.9189226,138.604236675404,"University of Adelaide, North Terrace, Adelaide, 5000, City of Adelaide, South Australia, 5000, Australia"

+"University of Adelaide, Australia",-34.9189226,138.604236675404,"University of Adelaide, North Terrace, Adelaide, 5000, City of Adelaide, South Australia, 5000, Australia"

+"University of Adelaide, SA, Australia",-34.9189226,138.604236675404,"University of Adelaide, North Terrace, Adelaide, 5000, City of Adelaide, South Australia, 5000, Australia"

+"University of Aizu, Japan",37.5236728,139.938072464124,"会津大学, 磐越自動車道, 会津若松市, 福島県, 東北地方, 965-8580, 日本"

+"University of Akron, Akron",41.0789035,-81.5197127229943,"University of Akron, East State Street, Stadium District, Cascade Valley, Akron, Summit County, Ohio, 44308, USA"

+"University of Alberta, Edmonton, Canada",53.5238572,-113.522826652346,"University of Alberta, 87 Avenue NW, University of Alberta, Edmonton, Alberta, T6G, Canada"

+University of Amsterdam,52.3553655,4.9501644,"Institute for Logic, Language and Computation (ILLC), 107, Science Park, Oost-Watergraafsmeer, Amsterdam, Oost, Amsterdam, Noord-Holland, Nederland, 1098XG, Nederland"

+"University of Amsterdam, Amsterdam, The",52.3553655,4.9501644,"Institute for Logic, Language and Computation (ILLC), 107, Science Park, Oost-Watergraafsmeer, Amsterdam, Oost, Amsterdam, Noord-Holland, Nederland, 1098XG, Nederland"

+"University of Amsterdam, Amsterdam, The Netherlands",52.3553655,4.9501644,"Institute for Logic, Language and Computation (ILLC), 107, Science Park, Oost-Watergraafsmeer, Amsterdam, Oost, Amsterdam, Noord-Holland, Nederland, 1098XG, Nederland"

+"University of Amsterdam, The Netherlands",52.3553655,4.9501644,"Institute for Logic, Language and Computation (ILLC), 107, Science Park, Oost-Watergraafsmeer, Amsterdam, Oost, Amsterdam, Noord-Holland, Nederland, 1098XG, Nederland"

+"University of Amsterdam, the Netherlands",52.3553655,4.9501644,"Institute for Logic, Language and Computation (ILLC), 107, Science Park, Oost-Watergraafsmeer, Amsterdam, Oost, Amsterdam, Noord-Holland, Nederland, 1098XG, Nederland"

+University of Arizona,32.2351726,-110.950958317648,"University of Arizona, North Highland Avenue, Rincon Heights, Barrio Viejo, Tucson, Pima County, Arizona, 85721, USA"

+University of Arkansas at Little Rock,34.72236805,-92.3383025526859,"University of Arkansas At Little Rock (UALR), 2801, U A L R Campus Drive, Little Rock, Pulaski County, Arkansas, 72204, USA"

+University of Barcelona,41.3868913,2.16352384576632,"Universitat de Barcelona, Carrer de la Diputació, l'Antiga Esquerra de l'Eixample, Eixample, Barcelona, BCN, CAT, 08013, España"

+"University of Barcelona, Spain",41.3868913,2.16352384576632,"Universitat de Barcelona, Carrer de la Diputació, l'Antiga Esquerra de l'Eixample, Eixample, Barcelona, BCN, CAT, 08013, España"

+University of Basel,47.5612651,7.5752961,"Faculty of Psychology, University of Basel, 60-62, Missionsstrasse, Grossbasel, Am Ring, Basel, Basel-Stadt, 4055, Schweiz/Suisse/Svizzera/Svizra"

+"University of Basel, Switzerland",47.5612651,7.5752961,"Faculty of Psychology, University of Basel, 60-62, Missionsstrasse, Grossbasel, Am Ring, Basel, Basel-Stadt, 4055, Schweiz/Suisse/Svizzera/Svizra"

+University of Bath,51.3791442,-2.3252332,"University of Bath, Convocation Avenue, Claverton Down, Bath, Bath and North East Somerset, South West England, England, BA2 7PA, UK"

+"University of Bath, Bath, Somerset, United Kingdom",51.3791442,-2.3252332,"University of Bath, Convocation Avenue, Claverton Down, Bath, Bath and North East Somerset, South West England, England, BA2 7PA, UK"

+"University of Bath, Bath, United Kingdom",51.3791442,-2.3252332,"University of Bath, Convocation Avenue, Claverton Down, Bath, Bath and North East Somerset, South West England, England, BA2 7PA, UK"

+University of Birmingham,52.45044325,-1.93196134052244,"University of Birmingham Edgbaston Campus, Ring Road North, Bournbrook, Birmingham, West Midlands Combined Authority, West Midlands, England, B15 2TP, UK"

+University of Bonn,50.7338124,7.1022465,"Rheinische Friedrich-Wilhelms-Universität Bonn, Arkadenhof, Bonn-Zentrum, Stadtbezirk Bonn, Bonn, Regierungsbezirk Köln, Nordrhein-Westfalen, 53113, Deutschland"

+"University of Bonn, Germany",50.7338124,7.1022465,"Rheinische Friedrich-Wilhelms-Universität Bonn, Arkadenhof, Bonn-Zentrum, Stadtbezirk Bonn, Bonn, Regierungsbezirk Köln, Nordrhein-Westfalen, 53113, Deutschland"

+University of Brescia,37.7689374,-87.1113859,"Brescia University, West 7th Street, Owensboro, Daviess County, Kentucky, 42303, USA"

+University of Bridgeport,41.1664858,-73.1920564,"University of Bridgeport, Park Avenue, Bridgeport Downtown South Historic District, Bridgeport, Fairfield County, Connecticut, 06825, USA"

+University of Bristol,51.4584837,-2.60977519828372,"Victoria Rooms, Whiteladies Road, Cliftonwood, Spike Island, Bristol, City of Bristol, South West England, England, BS8 2PY, UK"

+"University of Bristol, Bristol, BS8 1UB, UK",51.4562363,-2.602779,"University of Bristol, Cantock's Close, Kingsdown, Canon's Marsh, Bristol, City of Bristol, South West England, England, BS8, UK"

+"University of Bristol, Bristol, UK",51.4584837,-2.60977519828372,"Victoria Rooms, Whiteladies Road, Cliftonwood, Spike Island, Bristol, City of Bristol, South West England, England, BS8 2PY, UK"

+University of British Columbia,49.25839375,-123.246581610019,"University of British Columbia, Eagles Drive, Hawthorn Place, University Endowment Lands, Metro Vancouver, British Columbia, V6T, Canada"

+University of Buffalo,40.7021766,-99.0985061173294,"University of Nebraska at Kearney, 2504, 9th Avenue, Kearney, Buffalo County, Nebraska, 68849, USA"

+University of Caen,35.0274996,135.781545126193,"京都大学, 今出川通, 吉田泉殿町, 左京区, 京都市, 京都府, 近畿地方, 606-8501, 日本"

+University of California,37.87631055,-122.238859269443,"UC Berkeley, Centennial Drive, Oakland, Alameda County, California, 94720-1076, USA"

+University of California   Berkeley,37.87631055,-122.238859269443,"UC Berkeley, Centennial Drive, Oakland, Alameda County, California, 94720-1076, USA"

+University of California Berkeley,37.87631055,-122.238859269443,"UC Berkeley, Centennial Drive, Oakland, Alameda County, California, 94720-1076, USA"

+University of California Davis,38.5336349,-121.790772639747,"University of California, Davis, Apiary Drive, Yolo County, California, 95616-5270, USA"

+University of California San Diego,32.87935255,-117.231100493855,"UCSD, 9500, Gilman Drive, Sixth College, University City, San Diego, San Diego County, California, 92093, USA"

+University of California Santa Barbara,34.4145937,-119.84581949869,"UCSB, Santa Barbara County, California, 93106, USA"

+"University of California, Berkeley",37.8687126,-122.255868148743,"Berkeley Art Museum and Pacific Film Archive, Bancroft Way, Southside, Berkeley, Alameda County, California, 94720-1076, USA"

+"University of California, Berkeley, Berkeley CA 94720, USA",37.8756681,-122.257979979865,"Goldman School of Public Policy, Hearst Avenue, Northside, Berkeley, Alameda County, California, 94720, USA"

+"University of California, Irvine",33.6431901,-117.84016493553,"University of California, Irvine, East Peltason Drive, Turtle Rock, Irvine, Orange County, California, 92612, USA"

+"University of California, Irvine, USA",33.6431901,-117.84016493553,"University of California, Irvine, East Peltason Drive, Turtle Rock, Irvine, Orange County, California, 92612, USA"

+"University of California, Merced",37.36566745,-120.421588883632,"University of California, Merced, Ansel Adams Road, Merced County, California, USA"

+"University of California, Merced, CA 95344, USA",37.36566745,-120.421588883632,"University of California, Merced, Ansel Adams Road, Merced County, California, USA"

+"University of California, Merced, USA",37.36566745,-120.421588883632,"University of California, Merced, Ansel Adams Road, Merced County, California, USA"

+"University of California, Riverside",33.98071305,-117.332610354677,"University of California, Riverside, Linden Street, Riverside, Riverside County, California, 92521, USA"

+"University of California, Riverside CA 92521-0425, USA",33.9743275,-117.32558236636,"UCR, North Campus Drive, Riverside, Riverside County, California, 92521, USA"

+"University of California, Riverside, California 92521, USA",33.9743275,-117.32558236636,"UCR, North Campus Drive, Riverside, Riverside County, California, 92521, USA"

+"University of California, San Diego",32.87935255,-117.231100493855,"UCSD, 9500, Gilman Drive, Sixth College, University City, San Diego, San Diego County, California, 92093, USA"

+"University of California, San Diego, California, USA",32.87935255,-117.231100493855,"UCSD, 9500, Gilman Drive, Sixth College, University City, San Diego, San Diego County, California, 92093, USA"

+"University of California, San Diego, La Jolla",32.87935255,-117.231100493855,"UCSD, 9500, Gilman Drive, Sixth College, University City, San Diego, San Diego County, California, 92093, USA"

+"University of California, San Diego, USA",32.87935255,-117.231100493855,"UCSD, 9500, Gilman Drive, Sixth College, University City, San Diego, San Diego County, California, 92093, USA"

+"University of California, Santa Barbara",34.4145937,-119.84581949869,"UCSB, Santa Barbara County, California, 93106, USA"

+University of Cambridge,52.17638955,0.143088815415187,"Clifford Allbutt Lecture Theatre, Robinson Way, Romsey, Cambridge, Cambridgeshire, East of England, England, CB2 0QH, UK"

+"University of Cambridge, United Kingdom",52.17638955,0.143088815415187,"Clifford Allbutt Lecture Theatre, Robinson Way, Romsey, Cambridge, Cambridgeshire, East of England, England, CB2 0QH, UK"

+University of Campinas,-27.5953995,-48.6154218,"USJ, 97, Rua Sílvia Maria Fabro, Kobrasol, Campinas, São José, Microrregião de Florianópolis, Mesorregião da Grande Florianópolis, SC, Região Sul, 88102-130, Brasil"

+University of Campinas (Unicamp,-22.8224781,-47.0642599309425,"Universidade Estadual de Campinas - UNICAMP, Rua Josué de Castro, Barão Geraldo, Campinas, Microrregião de Campinas, RMC, Mesorregião de Campinas, SP, Região Sudeste, 13083-970, Brasil"

+University of Canberra,-35.23656905,149.084469935058,"University of Canberra, University Drive, Bruce, Belconnen, Australian Capital Territory, 2617, Australia"

+"University of Canterbury, New Zealand",-43.5240528,172.580306253669,"University of Canterbury, Uni-Cycle, Ilam, Christchurch, Christchurch City, Canterbury, 8040, New Zealand/Aotearoa"

+University of Cape Town,-33.95828745,18.4599734888018,"University of Cape Town, Engineering Mall, Cape Town Ward 59, Cape Town, City of Cape Town, Western Cape, CAPE TOWN, South Africa"

+"University of Cape Town, South Africa",-33.95828745,18.4599734888018,"University of Cape Town, Engineering Mall, Cape Town Ward 59, Cape Town, City of Cape Town, Western Cape, CAPE TOWN, South Africa"

+University of Central Florida,28.59899755,-81.1971250118395,"University of Central Florida, Libra Drive, University Park, Orange County, Florida, 32816, USA"

+"University of Central Florida, Orlando",28.42903955,-81.4421617727936,"Rosen College of Hospitality Management, 9907, Universal Boulevard, Orange County, Florida, 32819, USA"

+"University of Central Florida, Orlando, USA",28.42903955,-81.4421617727936,"Rosen College of Hospitality Management, 9907, Universal Boulevard, Orange County, Florida, 32819, USA"

+"University of Central Florida, USA",28.59899755,-81.1971250118395,"University of Central Florida, Libra Drive, University Park, Orange County, Florida, 32816, USA"

+"University of Central Punjab, Pakistan",31.4466149,74.2679762,"University of Central Punjab, Khyaban-e-Jinnah, PECHS, Wapda Town, بحریہ ٹاؤن‬‎, Lahore District, پنجاب, 54000, ‏پاکستان‎"

+University of Chinese Academy of Sciences,39.9082804,116.2458527,"University of Chinese Academy of Sciences, UCAS, Yuquanlu, 玉泉路, 田村, 海淀区, 100049, 中国"

+University of Chinese Academy of Sciences (UCAS,39.9082804,116.2458527,"University of Chinese Academy of Sciences, UCAS, Yuquanlu, 玉泉路, 田村, 海淀区, 100049, 中国"

+"University of Chinese Academy of Sciences (UCAS), Beijing, 100049, China",39.9082804,116.2458527,"University of Chinese Academy of Sciences, UCAS, Yuquanlu, 玉泉路, 田村, 海淀区, 100049, 中国"

+"University of Chinese Academy of Sciences, Beijing 100190, China",39.9082804,116.2458527,"University of Chinese Academy of Sciences, UCAS, Yuquanlu, 玉泉路, 田村, 海淀区, 100049, 中国"

+"University of Chinese Academy of Sciences, Beijing 101408, China",39.9082804,116.2458527,"University of Chinese Academy of Sciences, UCAS, Yuquanlu, 玉泉路, 田村, 海淀区, 100049, 中国"

+"University of Chinese Academy of Sciences, Beijing, 100049, China",39.9082804,116.2458527,"University of Chinese Academy of Sciences, UCAS, Yuquanlu, 玉泉路, 田村, 海淀区, 100049, 中国"

+"University of Chinese Academy of Sciences, Beijing, China",39.9082804,116.2458527,"University of Chinese Academy of Sciences, UCAS, Yuquanlu, 玉泉路, 田村, 海淀区, 100049, 中国"

+"University of Chinese Academy of Sciences, China",39.9082804,116.2458527,"University of Chinese Academy of Sciences, UCAS, Yuquanlu, 玉泉路, 田村, 海淀区, 100049, 中国"

+"University of Coimbra, Portugal",40.2075951,-8.42566147540816,"Reitoria da Universidade de Coimbra, Rua de Entre-Colégios, Almedina, Alta, Almedina, Sé Nova, Santa Cruz, Almedina e São Bartolomeu, CBR, Coimbra, Baixo Mondego, Centro, 3000-062, Portugal"

+University of Colorado Colorado Springs,38.8920756,-104.797163894584,"Main Hall, The Spine, Colorado Springs, El Paso County, Colorado, 80907, USA"

+"University of Colorado, Boulder",40.01407945,-105.266959437621,"Naropa University, Arapahoe Avenue, The Hill, Boulder, Boulder County, Colorado, 80309, USA"

+University of Connecticut,41.8093779,-72.2536414,"University of Connecticut, Glenbrook Road, Storrs, Tolland County, Connecticut, 06269, USA"

+University of Copenhagen,55.6801502,12.5723270014063,"Københavns Universitet, Krystalgade, Kødbyen, Vesterbro, København, Københavns Kommune, Region Hovedstaden, 1165, Danmark"

+"University of Crete, Crete, 73100, Greece",35.3713024,24.4754408,"House of Europe, Μακεδονίας, Ρέθυμνο, Δήμος Ρεθύμνης, Περιφερειακή Ενότητα Ρεθύμνου, Περιφέρεια Κρήτης, Κρήτη, 930100, Ελλάδα"

+"University of Dammam, Saudi Arabia",26.39793625,50.1980792430511,"University of Dammam, King Faisal Rd, العقربية, الخبر, المنطقة الشرقية, ٣١٩٥٢, السعودية"

+"University of Delaware, Newark, DE. USA",39.6810328,-75.7540184,"University of Delaware, South College Avenue, Newark, New Castle County, Delaware, 19713, USA"

+"University of Denver, Denver, CO",39.6766541,-104.962203,"University of Denver, Driscoll Bridge, Denver, Denver County, Colorado, 80208, USA"

+University of Dhaka,23.7316957,90.3965275,"World War Memorial, Shahid Minar Rd, Jagannath Hall, DU, জিগাতলা, ঢাকা, ঢাকা বিভাগ, 1000, বাংলাদেশ"

+"University of Dhaka, Bangladesh",23.7316957,90.3965275,"World War Memorial, Shahid Minar Rd, Jagannath Hall, DU, জিগাতলা, ঢাকা, ঢাকা বিভাগ, 1000, বাংলাদেশ"

+"University of Dschang, Cameroon",5.4409448,10.0712056113589,"Université de Dschang, Départementale 65, Fokoué, Menoua, OU, Cameroun"

+University of Dundee,56.45796755,-2.98214831353755,"University of Dundee, Park Wynd, Law, Dundee, Dundee City, Scotland, DD1 4HN, UK"

+University of Edinburgh,55.94951105,-3.19534912525441,"New College, New College Courtyard, The Mound, Old Town, Edinburgh, City of Edinburgh, Scotland, EH1 2LX, UK"

+"University of Edinburgh, Edinburgh, UK",55.94951105,-3.19534912525441,"New College, New College Courtyard, The Mound, Old Town, Edinburgh, City of Edinburgh, Scotland, EH1 2LX, UK"

+University of Engineering and Technology,31.6914689,74.2465617,"University of Engineering and Technology, Lahore Bypass, لاہور, Shekhūpura District, پنجاب, ‏پاکستان‎"

+University of Exeter,50.7369302,-3.53647671702167,"University of Exeter, Stocker Road, Exwick, Exeter, Devon, South West England, England, EX4 4QN, UK"

+"University of Exeter, UK",50.7369302,-3.53647671702167,"University of Exeter, Stocker Road, Exwick, Exeter, Devon, South West England, England, EX4 4QN, UK"

+University of Florida,29.6328784,-82.3490133048243,"University of Florida, Southwest 16th Avenue, Diamond Village Apartments, City of Gainesville Municipal Boundaries, Alachua County, Florida, 32611, USA"

+"University of Florida, Gainesville, FL, 32611, USA",29.6447739,-82.3575193392276,"University of Florida, Museum Road, Diamond Village Apartments, City of Gainesville Municipal Boundaries, Alachua County, Florida, 32601, USA"

+University of Frankfurt,50.13053055,8.69234223934388,"Frankfurt University of Applied Sciences, Kleiststraße, Nordend West, Frankfurt, Regierungsbezirk Darmstadt, Hessen, 60318, Deutschland"

+University of Geneva,42.57054745,-88.5557862661765,"University of Chicago-Yerkes Observatory, 373, West Geneva Street, Williams Bay, Walworth County, Wisconsin, 53191, USA"

+University of Glasgow,55.87231535,-4.28921783557444,"University of Glasgow, University Avenue, Yorkhill, Hillhead, Glasgow, Glasgow City, Scotland, G, UK"

+University of Groningen,53.21967825,6.56251482206542,"Academiegebouw, Professorgang, Binnenstad, Groningen, Nederland, 9712EA, Nederland"

+"University of Groningen, Netherlands",53.21967825,6.56251482206542,"Academiegebouw, Professorgang, Binnenstad, Groningen, Nederland, 9712EA, Nederland"

+"University of Groningen, The Netherlands",53.21967825,6.56251482206542,"Academiegebouw, Professorgang, Binnenstad, Groningen, Nederland, 9712EA, Nederland"

+"University of Gujrat, Pakistan",32.63744845,74.1617455759799,"University of Gujrat, University Road, Chandhar, Gujrāt District, پنجاب, 50700, ‏پاکستان‎"

+"University of Haifa, Haifa, Israel",32.76162915,35.0198630428453,"אוניברסיטת חיפה, חיפה, מחוז חיפה, ישראל"

+University of Houston,29.7207902,-95.3440627149137,"UH, 4800, Calhoun Road, Houston, Harris County, Texas, 77004, USA"

+"University of Houston, Houston, TX 77204, USA",29.7207902,-95.3440627149137,"UH, 4800, Calhoun Road, Houston, Harris County, Texas, 77004, USA"

+"University of Houston, Houston, TX, USA",29.7207902,-95.3440627149137,"UH, 4800, Calhoun Road, Houston, Harris County, Texas, 77004, USA"

+University of Iceland,64.137274,-21.9456145356869,"Háskóli Íslands, Sturlugata, Háskóli, Reykjavík, Reykjavíkurborg, Höfuðborgarsvæðið, 121, Ísland"

+University of Illinois,40.11116745,-88.2258766477716,"B-3, South Mathews Avenue, Urbana, Champaign County, Illinois, 61801, USA"

+University of Illinois Urbana Champaign,40.11116745,-88.2258766477716,"B-3, South Mathews Avenue, Urbana, Champaign County, Illinois, 61801, USA"

+University of Illinois at,40.1006938,-88.2313043272112,"University of Illinois at Urbana-Champaign, West Pennsylvania Avenue, West Urbana Residential Area, Urbana, Champaign County, Illinois, 61801, USA"

+University of Illinois at Chicago,41.86898915,-87.6485625597018,"University of Illinois at Chicago, West Taylor Street, Greektown, Chicago, Cook County, Illinois, 60607, USA"

+University of Illinois at Urbana,40.1006938,-88.2313043272112,"University of Illinois at Urbana-Champaign, West Pennsylvania Avenue, West Urbana Residential Area, Urbana, Champaign County, Illinois, 61801, USA"

+University of Illinois at Urbana Champaign,40.101976,-88.2314378,"Krannert Art Museum, 500, Peabody Drive, Urbana, Champaign County, Illinois, 61820, USA"

+"University of Illinois at Urbana Champaign, Urbana",40.101976,-88.2314378,"Krannert Art Museum, 500, Peabody Drive, Urbana, Champaign County, Illinois, 61820, USA"

+"University of Illinois at Urbana Champaign, Urbana, IL 61801, USA",40.1066501,-88.2240260725426,"University of Illinois at Urbana-Champaign, South Goodwin Avenue, Urbana, Champaign County, Illinois, 61801, USA"

+University of Illinois at Urbana-Champaign,40.101976,-88.2314378,"Krannert Art Museum, 500, Peabody Drive, Urbana, Champaign County, Illinois, 61820, USA"

+"University of Illinois at Urbana-Champaign, IL USA",40.101976,-88.2314378,"Krannert Art Museum, 500, Peabody Drive, Urbana, Champaign County, Illinois, 61820, USA"

+"University of Illinois at Urbana-Champaign, USA",40.101976,-88.2314378,"Krannert Art Museum, 500, Peabody Drive, Urbana, Champaign County, Illinois, 61820, USA"

+"University of Illinois at Urbana-Champaign, Urbana, IL",40.101976,-88.2314378,"Krannert Art Museum, 500, Peabody Drive, Urbana, Champaign County, Illinois, 61820, USA"

+"University of Illinois at Urbana-Champaign, Urbana, IL, USA",40.101976,-88.2314378,"Krannert Art Museum, 500, Peabody Drive, Urbana, Champaign County, Illinois, 61820, USA"

+"University of Illinois, Urbana-Champaign",40.11116745,-88.2258766477716,"B-3, South Mathews Avenue, Urbana, Champaign County, Illinois, 61801, USA"

+University of Information,34.17980475,-117.325843648456,"Information, University Parkway, San Bernardino, San Bernardino County, California, 92407, USA"

+"University of Ioannina, Ioannina, Greece",39.6162306,20.8396301098796,"Πανεπιστήμιο Ιωαννίνων, Πανεπιστημίου, Κάτω Νεοχωρόπουλο, Νεοχωρόπουλο, Δήμος Ιωαννιτών, Π.Ε. Ιωαννίνων, Περιφέρεια Ηπείρου, Ήπειρος - Δυτική Μακεδονία, 45110, Ελλάδα"

+University of Iowa,41.6659,-91.573103065,"University of Iowa, Hawkeye Court, Iowa City, Johnson County, Iowa, 52246, USA"

+"University of Karlsruhe, Germany",49.00664235,8.39405151637065,"Karlshochschule International University, 36-38, Karlstraße, Innenstadt-West Westlicher Teil, Innenstadt-West, Karlsruhe, Regierungsbezirk Karlsruhe, Baden-Württemberg, 76133, Deutschland"

+University of Kentucky,38.0333742,-84.5017758,"University of Kentucky, Columbia Avenue, Sorority Circle, Lexington, Fayette County, Kentucky, 40508, USA"

+"University of Kentucky, USA",38.0333742,-84.5017758,"University of Kentucky, Columbia Avenue, Sorority Circle, Lexington, Fayette County, Kentucky, 40508, USA"

+University of Leeds,53.80387185,-1.55245712031677,"University of Leeds, Inner Ring Road, Woodhouse, Leeds, Yorkshire and the Humber, England, LS2 9NS, UK"

+"University of Lincoln, U.K",53.22853665,-0.548734723802121,"University of Lincoln, Brayford Way, Whitton Park, New Boultham, Lincoln, Lincolnshire, East Midlands, England, LN6 7TS, UK"

+"University of Lincoln, UK",53.22853665,-0.548734723802121,"University of Lincoln, Brayford Way, Whitton Park, New Boultham, Lincoln, Lincolnshire, East Midlands, England, LN6 7TS, UK"

+University of Ljubljana,46.0501558,14.4690732689076,"UL Fakulteta za računalništvo in informatiko, 113, Večna pot, Vrtača, Rožna dolina, Ljubljana, Upravna Enota Ljubljana, Osrednjeslovenska, 1000, Slovenija"

+University of Ljubljana Faculty,46.0501558,14.4690732689076,"UL Fakulteta za računalništvo in informatiko, 113, Večna pot, Vrtača, Rožna dolina, Ljubljana, Upravna Enota Ljubljana, Osrednjeslovenska, 1000, Slovenija"

+University of London,51.5217668,-0.130190717056655,"Birkbeck College, Malet Street, Holborn, Bloomsbury, London Borough of Camden, London, Greater London, England, WC1E 7HX, UK"

+"University of Malaya, 50603 Kuala Lumpur, Malaysia",3.12267405,101.65356103394,"UM, Lingkaran Wawasan, Bukit Pantai, Bangsar, KL, 50603, Malaysia"

+"University of Malaya, Kuala Lumpur, Malaysia",3.12267405,101.65356103394,"UM, Lingkaran Wawasan, Bukit Pantai, Bangsar, KL, 50603, Malaysia"

+University of Malta,35.9023226,14.4834189,"University of Malta, Ring Road, Japanese Garden, L-Imsida, Malta, MSD 9027, Malta"

+University of Manitoba,49.8091536,-97.133041790072,"University of Manitoba, Gillson Street, Normand Park, Saint Vital, Winnipeg, Manitoba, R3T 2N2, Canada"

+University of Maryland,39.2899685,-76.6219610316858,"The Grand Garage, 5, North Paca Street, Seton Hill, Baltimore, Maryland, 21201, USA"

+University of Maryland College Park,38.99203005,-76.9461029019905,"University of Maryland, College Park, Farm Drive, Acredale, College Park, Prince George's County, Maryland, 20742, USA"

+"University of Maryland-College Park, USA",38.99203005,-76.9461029019905,"University of Maryland, College Park, Farm Drive, Acredale, College Park, Prince George's County, Maryland, 20742, USA"

+University of Massachusetts,42.3889785,-72.5286987,"University of Massachusetts, Hicks Way, Amherst, Hampshire, Massachusetts, 01003, USA"

+University of Massachusetts - Amherst,42.3869382,-72.5299147706745,"UMass Amherst, Commonwealth Avenue, Amherst, Hampshire, Massachusetts, 01003, USA"

+University of Massachusetts Amherst,42.3869382,-72.5299147706745,"UMass Amherst, Commonwealth Avenue, Amherst, Hampshire, Massachusetts, 01003, USA"

+"University of Massachusetts, Amherst",42.3889785,-72.5286987,"University of Massachusetts, Hicks Way, Amherst, Hampshire, Massachusetts, 01003, USA"

+"University of Massachusetts, Amherst MA, USA",42.3889785,-72.5286987,"University of Massachusetts, Hicks Way, Amherst, Hampshire, Massachusetts, 01003, USA"

+"University of Massachusetts, Amherst, MA",42.3889785,-72.5286987,"University of Massachusetts, Hicks Way, Amherst, Hampshire, Massachusetts, 01003, USA"

+University of Memphis,35.1189387,-89.9372195996589,"The University of Memphis, Desoto Avenue, Memphis, Shelby County, Tennessee, 38152, USA"

+University of Miami,25.7173339,-80.2786688657706,"University of Miami, Theo Dickenson Drive, Coral Gables, Miami-Dade County, Florida, 33124, USA"

+"University of Miami, Coral Gables, FL",25.7173339,-80.2786688657706,"University of Miami, Theo Dickenson Drive, Coral Gables, Miami-Dade County, Florida, 33124, USA"

+"University of Miami, USA",25.7173339,-80.2786688657706,"University of Miami, Theo Dickenson Drive, Coral Gables, Miami-Dade County, Florida, 33124, USA"

+University of Michigan,42.2942142,-83.710038935096,"University of Michigan, 500, Hayward Street, Ann Arbor, Washtenaw County, Michigan, 48109, USA"

+"University of Michigan, Ann Arbor",42.2942142,-83.710038935096,"University of Michigan, 500, Hayward Street, Ann Arbor, Washtenaw County, Michigan, 48109, USA"

+"University of Michigan, Ann Arbor, MI",42.2942142,-83.710038935096,"University of Michigan, 500, Hayward Street, Ann Arbor, Washtenaw County, Michigan, 48109, USA"

+"University of Michigan, Ann Arbor, MI, USA",42.2942142,-83.710038935096,"University of Michigan, 500, Hayward Street, Ann Arbor, Washtenaw County, Michigan, 48109, USA"

+"University of Michigan, Ann Arbor, USA",42.2942142,-83.710038935096,"University of Michigan, 500, Hayward Street, Ann Arbor, Washtenaw County, Michigan, 48109, USA"

+University of Milan,38.6796662,-90.3262816,"Milan Avenue, Ray Mar Terrace, University City, St. Louis County, Missouri, 63130, USA"

+University of Minnesota,44.97308605,-93.2370881262941,"WeismanArt, 333, East River Parkway, Marcy-Holmes, Phillips, Minneapolis, Hennepin County, Minnesota, 55455, USA"

+"University of Missouri, Columbia, MO",38.926761,-92.2919378337447,"L1, Maguire Boulevard, Lemone Industrial Park, Columbia, Boone County, Missouri, 65201, USA"

+University of Nebraska - Lincoln,40.8174723,-96.7044468,"Sheldon Museum of Art, North 12th Street, West Lincoln, Lincoln, Lancaster County, Nebraska, 68588-0300, USA"

+"University of Nevada, Reno, Reno, NV, USA",39.5469449,-119.813465660936,"Orange 1, Evans Avenue, Reno, Washoe County, Nevada, 89557, USA"

+"University of Nevada, Reno, USA",39.5469449,-119.813465660936,"Orange 1, Evans Avenue, Reno, Washoe County, Nevada, 89557, USA"

+University of Newcastle,-33.3578899,151.37834708231,"University of Newcastle Central Coast Campus, Technology Bridge, Ourimbah, Central Coast, NSW, 2258, Australia"

+University of North Carolina,35.90503535,-79.0477532652511,"University of North Carolina, Emergency Room Drive, Chapel Hill, Orange County, North Carolina, 27599, USA"

+University of North Carolina Wilmington,34.2375581,-77.9270129,"Kenan House, 1705, Market Street, Wilmington, New Hanover County, North Carolina, 28403, USA"

+"University of North Carolina Wilmington, Wilmington, NC, USA",34.2377352,-77.92673494788,"Kenan House parking lot, Princess Street, Wilmington, New Hanover County, North Carolina, 28405, USA"

+University of North Carolina at Chapel Hill,35.9113971,-79.0504529,"University of North Carolina at Chapel Hill, East Cameron Avenue, Chapel Hill, Orange County, North Carolina, 27514, USA"

+"University of North Carolina at Chapel Hill, Chapel Hill, NC",35.9105975,-79.0517871,"University of North Carolina at Chapel Hill, East Cameron Avenue, Chapel Hill, Orange County, North Carolina, 27514, USA"

+"University of North Carolina at Chapel Hill, NC, USA",35.9113971,-79.0504529,"University of North Carolina at Chapel Hill, East Cameron Avenue, Chapel Hill, Orange County, North Carolina, 27514, USA"

+"University of North Carolina at Chapel Hill, USA",35.9113971,-79.0504529,"University of North Carolina at Chapel Hill, East Cameron Avenue, Chapel Hill, Orange County, North Carolina, 27514, USA"

+University of North Carolina at Charlotte,35.3103441,-80.732616166699,"Lot 20, Poplar Terrace Drive, Charlotte, Mecklenburg County, North Carolina, 28223, USA"

+University of North Texas,33.2098879,-97.1514748776857,"University of North Texas, West Highland Street, Denton, Denton County, Texas, 76201, USA"

+"University of North Texas, Denton, Texas, USA",33.2098879,-97.1514748776857,"University of North Texas, West Highland Street, Denton, Denton County, Texas, 76201, USA"

+University of Northern British Columbia,53.8925662,-122.814715920529,"UNBC, Campus Ring Road, College Heights, Prince George, Regional District of Fraser-Fort George, British Columbia, V2M 5K7, Canada"

+"University of Northern British Columbia, Canada",53.8925662,-122.814715920529,"UNBC, Campus Ring Road, College Heights, Prince George, Regional District of Fraser-Fort George, British Columbia, V2M 5K7, Canada"

+University of Notre Dame,41.70456775,-86.2382202601727,"University of Notre Dame du Lac, Holy Cross Drive, Notre Dame, Maple Lane, Saint Joseph County, Indiana, 46556, USA"

+"University of Notre Dame, USA",41.70456775,-86.2382202601727,"University of Notre Dame du Lac, Holy Cross Drive, Notre Dame, Maple Lane, Saint Joseph County, Indiana, 46556, USA"

+"University of Notre Dame. Notre Dame, IN 46556.USA",41.70456775,-86.2382202601727,"University of Notre Dame du Lac, Holy Cross Drive, Notre Dame, Maple Lane, Saint Joseph County, Indiana, 46556, USA"

+University of Nottingham,52.9387428,-1.20029569274574,"University of Nottingham, Lenton Abbey, Wollaton, City of Nottingham, East Midlands, England, UK"

+"University of Nottingham, Nottingham, UK",52.9387428,-1.20029569274574,"University of Nottingham, Lenton Abbey, Wollaton, City of Nottingham, East Midlands, England, UK"

+University of Oradea,47.0570222,21.922709,"Universitatea Creștină Partium - Clădirea Sulyok, 27, Strada Primăriei, Orașul Nou, Oradea, Bihor, 410209, România"

+University of Ottawa,45.42580475,-75.6874011819989,"University of Ottawa, 1, Stewart Street, Byward Market, Lowertown, Rideau-Vanier, Ottawa, Ontario, K1N 6N5, Canada"

+"University of Ottawa, Canada",45.42580475,-75.6874011819989,"University of Ottawa, 1, Stewart Street, Byward Market, Lowertown, Rideau-Vanier, Ottawa, Ontario, K1N 6N5, Canada"

+"University of Ottawa, Ottawa, On, Canada",45.42580475,-75.6874011819989,"University of Ottawa, 1, Stewart Street, Byward Market, Lowertown, Rideau-Vanier, Ottawa, Ontario, K1N 6N5, Canada"

+University of Oulu,65.0592157,25.466326012507,"Oulun yliopisto, Biologintie, Linnanmaa, Oulu, Oulun seutukunta, Pohjois-Pohjanmaa, Pohjois-Suomen aluehallintovirasto, Pohjois-Suomi, Manner-Suomi, 90540, Suomi"

+"University of Oulu, Finland",65.0592157,25.466326012507,"Oulun yliopisto, Biologintie, Linnanmaa, Oulu, Oulun seutukunta, Pohjois-Pohjanmaa, Pohjois-Suomen aluehallintovirasto, Pohjois-Suomi, Manner-Suomi, 90540, Suomi"

+University of Oxford,51.7534538,-1.25400997048855,"Radcliffe Camera, Radcliffe Square, Grandpont, Oxford, Oxon, South East, England, OX1 4AJ, UK"

+"University of Oxford, Oxford, United Kingdom",51.7534538,-1.25400997048855,"Radcliffe Camera, Radcliffe Square, Grandpont, Oxford, Oxon, South East, England, OX1 4AJ, UK"

+"University of Oxford, UK",51.7534538,-1.25400997048855,"Radcliffe Camera, Radcliffe Square, Grandpont, Oxford, Oxon, South East, England, OX1 4AJ, UK"

+"University of Oxford, United Kingdom",51.7534538,-1.25400997048855,"Radcliffe Camera, Radcliffe Square, Grandpont, Oxford, Oxon, South East, England, OX1 4AJ, UK"

+"University of Patras, Greece",38.2899482,21.7886469,"Πανεπιστήμιο Πατρών, Λεωφ. Ιπποκράτους, κ. Ρίου (Αγίου Γεωργίου Ρίου), Πάτρα, Δήμος Πατρέων, Περιφερειακή Ενότητα Αχαΐας, Περιφέρεια Δυτικής Ελλάδας, Πελοπόννησος, Δυτική Ελλάδα και Ιόνιο, 26443, Ελλάδα"

+University of Pennsylvania,39.9492344,-75.191989851901,"Penn Museum, 3260, South Street, University City, Philadelphia, Philadelphia County, Pennsylvania, 19104, USA"

+University of Perugia,49.2622421,-123.2450052,"Caffe Perugia, 2350, Health Sciences Mall, University Endowment Lands, Metro Vancouver, British Columbia, V6T, Canada"

+"University of Peshawar, Pakistan",34.0092004,71.4877494739102,"University of Peshawar, Road 2, JAHANGIR ABAD / جهانگیرآباد, پشاور‎, Peshāwar District, خیبر پختونخوا, 2500, ‏پاکستان‎"

+"University of Peshawar, Peshawar, Pakistan",34.0092004,71.4877494739102,"University of Peshawar, Road 2, JAHANGIR ABAD / جهانگیرآباد, پشاور‎, Peshāwar District, خیبر پختونخوا, 2500, ‏پاکستان‎"

+University of Piraeus,37.94173275,23.6530326182197,"Πανεπιστήμιο Πειραιώς, 80, Καραολή και Δημητρίου, Απόλλωνας, Νέο Φάληρο, Πειραιάς, Δήμος Πειραιώς, Περιφερειακή Ενότητα Πειραιώς, Περιφέρεια Αττικής, Αττική, 185 34, Ελλάδα"

+"University of Pisa, Pisa, Italy",43.7201299,10.4078976,"Dipartimento di Fisica 'E. Fermi', 3, Largo Bruno Pontecorvo, San Francesco, Pisa, PI, TOS, 56127, Italia"

+University of Pittsburgh,40.44415295,-79.9624399276271,"University of Pittsburgh, Sutherland Drive, West Oakland, PGH, Allegheny County, Pennsylvania, 15240, USA"

+"University of Pittsburgh, PA, USA",40.44415295,-79.9624399276271,"University of Pittsburgh, Sutherland Drive, West Oakland, PGH, Allegheny County, Pennsylvania, 15240, USA"

+"University of Pittsburgh, Pittsburgh",40.44415295,-79.9624399276271,"University of Pittsburgh, Sutherland Drive, West Oakland, PGH, Allegheny County, Pennsylvania, 15240, USA"

+"University of Pittsburgh, Pittsburgh PA",40.4495417,-79.8957457221781,"Visitor Parking, Thomas Boulevard, Homewood, Point Breeze North, Wilkinsburg, Allegheny County, Pennsylvania, 15208, USA"

+"University of Pittsburgh, Pittsburgh, PA",40.4495417,-79.8957457221781,"Visitor Parking, Thomas Boulevard, Homewood, Point Breeze North, Wilkinsburg, Allegheny County, Pennsylvania, 15208, USA"

+"University of Pittsburgh, Pittsburgh, PA 15260, USA",40.4437547,-79.9529557,"Stephen Foster Memorial Museum, Forbes Avenue, Panther Hollow, Central Oakland, PGH, Allegheny County, Pennsylvania, 15213, USA"

+"University of Pittsburgh, Pittsburgh, PA, USA",40.4495417,-79.8957457221781,"Visitor Parking, Thomas Boulevard, Homewood, Point Breeze North, Wilkinsburg, Allegheny County, Pennsylvania, 15208, USA"

+"University of Pittsburgh, Pittsburgh, USA",40.44415295,-79.9624399276271,"University of Pittsburgh, Sutherland Drive, West Oakland, PGH, Allegheny County, Pennsylvania, 15240, USA"

+"University of Plymouth, UK",50.3752501,-4.13927692297343,"Charles Seale-Hayne Library, Portland Square, Barbican, Plymouth, South West England, England, PL4 6AP, UK"

+University of Posts and Telecommunications,32.11527165,118.925956600436,"南京邮电大学仙林校区, 9, 文苑路, 仙林大学城, 栖霞区, 南京市, 江苏省, 210023, 中国"

+"University of Queensland, Australia",-27.49741805,153.013169559836,"University of Queensland, University Drive, Hill End, St Lucia, Brisbane, QLD, 4072, Australia"

+University of Rochester,43.1576969,-77.5882915756007,"Memorial Art Gallery, 500, University Avenue, East End, Rochester, Monroe County, New York, 14607, USA"

+"University of Rochester, NY 14627, USA",43.1242954,-77.6288352530005,"Central Utilities Lot, Firemans, Rochester, Monroe County, New York, 14627, USA"

+"University of Rochester, Rochester, NY, USA",43.1576969,-77.5882915756007,"Memorial Art Gallery, 500, University Avenue, East End, Rochester, Monroe County, New York, 14607, USA"

+"University of Salzburg, Austria",47.79475945,13.0541752486067,"Universität Salzburg - Unipark, 1, Erzabt-Klotz-Straße, Nonntal, Salzburg, 5020, Österreich"

+University of Science and,5.35755715,100.303850375,"USM, Lengkok Sastera, The LIGHT, Batu Uban, George Town, PNG, 11700, Malaysia"

+University of Science and Technology of China,31.83907195,117.264207478576,"中国科学技术大学 东校区, 96号, 金寨路, 江淮化肥厂小区, 芜湖路街道, 合肥市区, 合肥市, 安徽省, 230026, 中国"

+"University of Science and Technology of China, Hefei 230026, P. R. China",31.83907195,117.264207478576,"中国科学技术大学 东校区, 96号, 金寨路, 江淮化肥厂小区, 芜湖路街道, 合肥市区, 合肥市, 安徽省, 230026, 中国"

+"University of Science and Technology of China, Hefei, 230027, China",31.83907195,117.264207478576,"中国科学技术大学 东校区, 96号, 金寨路, 江淮化肥厂小区, 芜湖路街道, 合肥市区, 合肥市, 安徽省, 230026, 中国"

+"University of Science and Technology of China, Hefei, Anhui, P. R. China",31.83907195,117.264207478576,"中国科学技术大学 东校区, 96号, 金寨路, 江淮化肥厂小区, 芜湖路街道, 合肥市区, 合肥市, 安徽省, 230026, 中国"

+"University of Science and Technology of China, Hefei, China",31.83907195,117.264207478576,"中国科学技术大学 东校区, 96号, 金寨路, 江淮化肥厂小区, 芜湖路街道, 合肥市区, 合肥市, 安徽省, 230026, 中国"

+University of Siena,22.4133862,114.210058,"大學 University, 澤祥街 Chak Cheung Street, 馬料水 Ma Liu Shui, 九肚村 Kau To Village, 沙田區 Sha Tin District, 新界 New Territories, HK, DD193 1191, 中国"

+"University of South Carolina, Columbia, USA",33.9928298,-81.0268516781225,"University of South Carolina, Wheat Street, Columbia, Richland County, South Carolina, 29205, USA"

+"University of South Carolina, USA",33.9928298,-81.0268516781225,"University of South Carolina, Wheat Street, Columbia, Richland County, South Carolina, 29205, USA"

+University of Southampton,50.89273635,-1.39464294664816,"Waterfront Campus, European Way, Port of Southampton, St Mary's, Southampton, South East, England, SO14 3JW, UK"

+"University of Southampton, SO17 1BJ, UK",50.89273635,-1.39464294664816,"Waterfront Campus, European Way, Port of Southampton, St Mary's, Southampton, South East, England, SO14 3JW, UK"

+"University of Southampton, United Kingdom",50.89273635,-1.39464294664816,"Waterfront Campus, European Way, Port of Southampton, St Mary's, Southampton, South East, England, SO14 3JW, UK"

+University of Southern California,34.0224149,-118.286344073446,"University of Southern California, Watt Way, Saint James Park, LA, Los Angeles County, California, 90089, USA"

+"University of Southern California, Los Angeles, CA 90089, USA",34.0224149,-118.286344073446,"University of Southern California, Watt Way, Saint James Park, LA, Los Angeles County, California, 90089, USA"

+"University of St Andrews, United Kingdom",56.3411984,-2.7930938,"University of St Andrews, North Street, Albany Park Student accommodation, Carngour, St Andrews, Fife, Scotland, KY16 9AJ, UK"

+University of Stuttgart,48.9095338,9.1831892,"Pädagogische Hochschule Ludwigsburg, 46, Reuteallee, Ludwigsburg-Nord, Ludwigsburg, Landkreis Ludwigsburg, Regierungsbezirk Stuttgart, Baden-Württemberg, 71634, Deutschland"

+University of Surrey,51.24303255,-0.590013824660236,"University of Surrey, Spine Road, Guildford Park, Guildford, Surrey, South East, England, GU2 7XH, UK"

+"University of Surrey, Guildford, Surrey GU2 7XH, UK",51.24303255,-0.590013824660236,"University of Surrey, Spine Road, Guildford Park, Guildford, Surrey, South East, England, GU2 7XH, UK"

+"University of Surrey, United Kingdom",51.24303255,-0.590013824660236,"University of Surrey, Spine Road, Guildford Park, Guildford, Surrey, South East, England, GU2 7XH, UK"

+University of Sydney,-33.88890695,151.189433661925,"USyd, Fisher Road, Camperdown, Sydney, NSW, 2006, Australia"

+"University of Tabriz, Tabriz, Iran",38.0612553,46.3298484,"دانشگاه تبریز, شهید ایرج خلوتی, کوی انقلاب, تبریز, بخش مرکزی, شهرستان تبریز, استان آذربایجان شرقی, 5166616471, ‏ایران‎"

+University of Tampere,61.49412325,23.7792067776763,"Tampereen yliopisto, 4, Kalevantie, Ratinanranta, Tulli, Tampere, Tampereen seutukunta, Pirkanmaa, Länsi- ja Sisä-Suomen aluehallintovirasto, Länsi-Suomi, Manner-Suomi, 33100, Suomi"

+University of Technology Sydney,-33.8809651,151.201072985483,"University of Technology Sydney, Omnibus Lane, Ultimo, Sydney, NSW, 2007, Australia"

+"University of Technology, Baghdad, Iraq",33.3120263,44.4471829434368,"الجامعة التكنلوجية, A86;N11;D383, محلة 103, Al Saadoom Park, Rusafa, بغداد, Al Resafa, محافظة بغداد, 3241, العراق"

+"University of Technology, Sydney",-33.8828784,151.200682779726,"UTS, Thomas Street, Ultimo, Sydney, NSW, 2007, Australia"

+"University of Technology, Sydney, Australia",-33.8828784,151.200682779726,"UTS, Thomas Street, Ultimo, Sydney, NSW, 2007, Australia"

+"University of Tennessee, Knoxville",35.9542493,-83.9307395,"University of Tennessee, Melrose Avenue, Fort Sanders, Knoxville, Knox County, Tennessee, 37916, USA"

+University of Texas,32.3163078,-95.2536994379459,"The University of Texas at Tyler, 3900, University Boulevard, Tyler, Smith County, Texas, 75799, USA"

+University of Texas at,32.3163078,-95.2536994379459,"The University of Texas at Tyler, 3900, University Boulevard, Tyler, Smith County, Texas, 75799, USA"

+University of Texas at Arlington,32.7283683,-97.112018348404,"University of Texas at Arlington, South Nedderman Drive, Arlington, Tarrant County, Texas, 76010, USA"

+"University of Texas at Arlington, Arlington, TX",32.7283683,-97.112018348404,"University of Texas at Arlington, South Nedderman Drive, Arlington, Tarrant County, Texas, 76010, USA"

+"University of Texas at Arlington, Arlington, TX, USA",32.7283683,-97.112018348404,"University of Texas at Arlington, South Nedderman Drive, Arlington, Tarrant County, Texas, 76010, USA"

+"University of Texas at Arlington, Arlington, Texas 76019, USA",32.7283683,-97.112018348404,"University of Texas at Arlington, South Nedderman Drive, Arlington, Tarrant County, Texas, 76010, USA"

+"University of Texas at Arlington, TX, USA",32.7283683,-97.112018348404,"University of Texas at Arlington, South Nedderman Drive, Arlington, Tarrant County, Texas, 76010, USA"

+University of Texas at Austin,30.284151,-97.7319559808022,"University of Texas at Austin, 1, East 23rd Street, The Drag, Austin, Travis County, Texas, 78712, USA"

+University of Texas at San Antonio,29.58333105,-98.6194450505688,"UTSA, Paseo Principal, San Antonio, Bexar County, Texas, 78249-1620, USA"

+"University of Texas, Austin, TX 78712-1188, USA",30.284458,-97.7342106,"University of Texas at Austin, 2152, San Jacinto Boulevard, Medical District, Austin, Travis County, Texas, 78712, USA"

+University of Thessaloniki,40.62984145,22.9588934957528,"Αριστοτέλειο Πανεπιστήμιο Θεσσαλονίκης, Εγνατία, Σαράντα Εκκλησίες, Ευαγγελίστρια, Θεσσαλονίκη, Δήμος Θεσσαλονίκης, Περιφερειακή Ενότητα Θεσσαλονίκης, Περιφέρεια Κεντρικής Μακεδονίας, Μακεδονία - Θράκη, 54124, Ελλάδα"

+University of Tokyo,35.9020448,139.936220089117,"東京大学 柏キャンパス, 学融合の道, 柏市, 千葉県, 関東地方, 277-8583, 日本"

+"University of Tokyo, Japan",35.9020448,139.936220089117,"東京大学 柏キャンパス, 学融合の道, 柏市, 千葉県, 関東地方, 277-8583, 日本"

+University of Toronto,43.66333345,-79.3976997498952,"University of Toronto, St. George Street, Bloor Street Culture Corridor, Old Toronto, Toronto, Ontario, M5S 1A5, Canada"

+University of Toulouse,30.1781816,-93.2360581,"Toulouse, Lake Charles, Calcasieu Parish, Louisiana, 70605, USA"

+University of Trento,46.0658836,11.1159894,"University of Trento, Via Giuseppe Verdi, Piedicastello, Trento, Territorio Val d'Adige, TN, TAA, 38122, Italia"

+"University of Trento, Italy",46.0658836,11.1159894,"University of Trento, Via Giuseppe Verdi, Piedicastello, Trento, Territorio Val d'Adige, TN, TAA, 38122, Italia"

+University of Tsukuba,36.1112058,140.1055176,"University of Tsukuba, つばき通り, Kananemoto-satsukabe village, つくば市, 茨城県, 関東地方, 305-8377, 日本"

+"University of Tsukuba, Japan",36.1112058,140.1055176,"University of Tsukuba, つばき通り, Kananemoto-satsukabe village, つくば市, 茨城県, 関東地方, 305-8377, 日本"

+University of Twente,52.2380139,6.8566761,"University of Twente, De Achterhorst;Hallenweg, Enschede, Regio Twente, Overijssel, Nederland, 7522NH, Nederland"

+"University of Twente, Netherlands",52.2380139,6.8566761,"University of Twente, De Achterhorst;Hallenweg, Enschede, Regio Twente, Overijssel, Nederland, 7522NH, Nederland"

+"University of Twente, The Netherlands",52.2380139,6.8566761,"University of Twente, De Achterhorst;Hallenweg, Enschede, Regio Twente, Overijssel, Nederland, 7522NH, Nederland"

+University of Venezia,45.4312742,12.3265377,"University, Fondamenta Toffetti, Dorsoduro, Venezia-Murano-Burano, Venezia, VE, VEN, 30123, Italia"

+"University of Vermont, 33 Colchester Avenue, Burlington",44.48116865,-73.2002178989123,"University of Vermont, Colchester Avenue, Burlington, Chittenden County, Vermont, 05401, USA"

+"University of Vienna, Austria",48.2131302,16.3606865338016,"Uni Wien, 1, Universitätsring, Schottenviertel, KG Innere Stadt, Innere Stadt, Wien, 1010, Österreich"

+University of Virginia,38.0353682,-78.5035322,"University of Virginia, Rotunda Alley, Carr's Hill, Albemarle County, Virginia, 22904-4119, USA"

+"University of Virginia, Charlottesville, VA",38.0410576,-78.5054996018357,"University of Virginia, Emmet Street North, Charlottesville, Virginia, 22901, USA"

+University of Warwick,52.3793131,-1.5604252,"University of Warwick, University Road, Kirby Corner, Cannon Park, Coventry, West Midlands Combined Authority, West Midlands, England, CV4 7AL, UK"

+University of Washington,47.6543238,-122.308008943203,"University of Washington, Rainier Vista, Montlake, University District, Seattle, King County, Washington, 98195, USA"

+"University of Washington, Seattle, USA",47.6543238,-122.308008943203,"University of Washington, Rainier Vista, Montlake, University District, Seattle, King County, Washington, 98195, USA"

+"University of Washington, Seattle, WA 98195, United States",47.6547795,-122.305818,"University of Washington, Yakima Lane, Montlake, University District, Seattle, King County, Washington, 98195, USA"

+"University of Washington, Seattle, WA, USA",47.65249975,-122.2998748,"University of Washington, Northeast Walla Walla Road, Montlake, University District, Seattle, King County, Washington, 98195-2350, USA"

+University of Waterloo,43.47061295,-80.5472473165632,"University of Waterloo, 200, University Avenue West, Northdale, Beechwood, Waterloo, Regional Municipality of Waterloo, Ontario, N2L 3G1, Canada"

+University of Western Australia,-31.95040445,115.797900374251,"UWA, 35, Underwood Avenue, Daglish, Perth, Western Australia, 6009, Australia"

+University of Wisconsin   Madison,43.07982815,-89.4306642542901,"University of Wisconsin-Madison, Marsh Lane, Madison, Dane County, Wisconsin, 53705-2221, USA"

+University of Wisconsin Madison,43.07982815,-89.4306642542901,"University of Wisconsin-Madison, Marsh Lane, Madison, Dane County, Wisconsin, 53705-2221, USA"

+University of Wisconsin-Madison,43.07982815,-89.4306642542901,"University of Wisconsin-Madison, Marsh Lane, Madison, Dane County, Wisconsin, 53705-2221, USA"

+"University of Wisconsin-Madison, Madison, WI, USA",43.0705257,-89.4059387,"UW Geology Museum, 1215, West Dayton Street, South Campus, Madison, Dane County, Wisconsin, 53715, USA"

+University of Witwatersrand,-26.1888813,28.0247907319205,"University of the Witwatersrand, Empire Road, Johannesburg Ward 60, Johannesburg, City of Johannesburg Metropolitan Municipality, Gauteng, 2001, South Africa"

+University of Wollongong,-34.40505545,150.878346547278,"University of Wollongong, Admin Road, Keiraville, Wollongong, NSW, 2500, Australia"

+"University of York, UK",53.94540365,-1.0313887829649,"University of York, Lakeside Way, Heslington, York, Yorkshire and the Humber, England, YO10 5FN, UK"

+"University of York, York, UK",53.94540365,-1.0313887829649,"University of York, Lakeside Way, Heslington, York, Yorkshire and the Humber, England, YO10 5FN, UK"

+"University of York, York, United Kingdom",53.94540365,-1.0313887829649,"University of York, Lakeside Way, Heslington, York, Yorkshire and the Humber, England, YO10 5FN, UK"

+"University of Zurich, Zurich, Switzerland",47.4968476,8.72981767380829,"ZHAW, Rosenstrasse, Heiligberg, Altstadt, Winterthur, Bezirk Winterthur, Zürich, 8400, Schweiz/Suisse/Svizzera/Svizra"

+"University of telecommunications and post, Sofia, Bulgaria",42.6560524,23.3476108351659,"Висше Училище по Телекомуникации и Пощи, 1, бул. Акад. Стефан Младенов, ж.к. Студентски град, район Студентски, Столична, София-град, 1700, Бългaрия"

+"University of the Basque Country, San Sebastian, Spain",43.30927695,-2.01066784661227,"Euskal Herriko Unibertsitatea, Ibaeta Campusa, Paseo Arriola pasealekua, Ibaeta, Donostia/San Sebastián, Donostialdea, Gipuzkoa, Euskadi, 20008, España"

+University of the Western Cape,-33.9327762,18.6291540714825,"University of the Western Cape, Park Road, Cape Town Ward 9, Bellville, City of Cape Town, Western Cape, 7493, South Africa"

+University of the Witwatersrand,-26.1888813,28.0247907319205,"University of the Witwatersrand, Empire Road, Johannesburg Ward 60, Johannesburg, City of Johannesburg Metropolitan Municipality, Gauteng, 2001, South Africa"

+"University, China",22.4133862,114.210058,"大學 University, 澤祥街 Chak Cheung Street, 馬料水 Ma Liu Shui, 九肚村 Kau To Village, 沙田區 Sha Tin District, 新界 New Territories, HK, DD193 1191, 中国"

+"University, Guangzhou, China",23.1314851,113.2852239,"中山大学第一课室, 74号大院, 中山二路, 马棚岗, 农林街道, 越秀区 (Yuexiu), 广州市, 广东省, 510080, 中国"

+"University, Hong Kong",54.0856448,13.389089,"Hong-Kong, Feldstraße, Greifswald, Südliche Mühlenvorstadt, Greifswald, Vorpommern-Greifswald, Mecklenburg-Vorpommern, 17489, Deutschland"

+"University, Singapore",1.2962018,103.776899437848,"NUS, Former 1936 British Outpost, Nepal Hill, Clementi, Southwest, 117542, Singapore"

+"University, USA",25.7147949,-80.276947,"University, South Dixie Highway, Coral Gables, Miami-Dade County, Florida, 33124-6310, USA"

+"University, Xi an Shaanxi Province, Xi an 710049, China",34.2707834,108.94449949951,"西五路, 新城区, 新城区 (Xincheng), 西安市, 陕西省, 710003, 中国"

+Ural Federal University (UrFU,56.8435083,60.6454805,"УрФУ, улица Гагарина, Эврика, Втузгородок, Кировский район, Екатеринбург, городской округ Екатеринбург, Свердловская область, Уральский федеральный округ, 620062, РФ"

+"Utah State University, Logan UT",41.7411504,-111.8122309,"Utah State University, Champ Drive, Logan, Cache County, Utah, 84322, USA"

+"Utah State University, Logan, UT 84322-4205, USA",41.7411504,-111.8122309,"Utah State University, Champ Drive, Logan, Cache County, Utah, 84322, USA"

+Victoria University of Wellington,-41.29052775,174.768469187426,"Victoria University of Wellington, Waiteata Road, Aro Valley, Wellington, Wellington City, Wellington, 6040, New Zealand/Aotearoa"

+Vienna University of Technology,48.19853965,16.3698616762866,"TU Wien, Hauptgebäude, Hoftrakt, Freihausviertel, KG Wieden, Wieden, Wien, 1040, Österreich"

+Villanova University,40.0367774,-75.342023320028,"Villanova University, East Lancaster Avenue, Radnor Township, Delaware County, Pennsylvania, 19010, USA"

+Virginia Polytechnic Institute and State University,37.21872455,-80.4254251869494,"Virginia Polytechnic Institute and State University, Duck Pond Drive, Blacksburg, Montgomery County, Virginia, 24061-9517, USA"

+"Virginia Polytechnic Institute and State University, Blacksburg",37.21872455,-80.4254251869494,"Virginia Polytechnic Institute and State University, Duck Pond Drive, Blacksburg, Montgomery County, Virginia, 24061-9517, USA"

+"Virginia Polytechnic Institute and State University, Blacksburg, Virginia",37.21872455,-80.4254251869494,"Virginia Polytechnic Institute and State University, Duck Pond Drive, Blacksburg, Montgomery County, Virginia, 24061-9517, USA"

+Virginia Tech Carilion Research Institute,37.2579548,-79.9423329131356,"Virginia Tech Carilion Research Institute, South Jefferson Street, Crystal Spring, Roanoke, Virginia, 24016, USA"

+Vrije Universiteit Brussel,50.8411007,4.32377555279953,"Vrije Universiteit Brussel, 170, Quai de l'Industrie - Nijverheidskaai, Anderlecht, Brussel-Hoofdstad - Bruxelles-Capitale, Région de Bruxelles-Capitale - Brussels Hoofdstedelijk Gewest, 1070, België / Belgique / Belgien"

+"Vrije Universiteit Brussel, 1050 Brussels, Belgium",50.8223021,4.3967361,"Vrije Universiteit Brussel, 2, Boulevard de la Plaine - Pleinlaan, Ixelles - Elsene, Brussel-Hoofdstad - Bruxelles-Capitale, Région de Bruxelles-Capitale - Brussels Hoofdstedelijk Gewest, 1050, België / Belgique / Belgien"

+"Warsaw University of Technology, Poland",52.22165395,21.0073577612511,"Politechnika Warszawska, 1, Plac Politechniki, VIII, Śródmieście, Warszawa, mazowieckie, 00-661, RP"

+Waseda University,33.8898728,130.708562047107,"早稲田大学 北九州キャンパス, 2-2, 有毛引野線, 八幡西区, 北九州市, 福岡県, 九州地方, 808-0135, 日本"

+"Washington University, St. Louis, MO, USA",38.6480445,-90.3099667,"Dero, Wallace Drive, St. Louis County, Missouri, MO 63130, USA"

+Wayne State University,42.357757,-83.0628671134125,"Parking Structure 3, East Warren Avenue, New Center, Detroit, Wayne County, Michigan, 48236, USA"

+"Wayne State University, Detroit, MI 48202, USA",42.3656423,-83.0711533990367,"Wayne State University, Burroughs Street, New Center, Detroit, Wayne County, Michigan, 48202, USA"

+Weizmann Institute of Science,31.9078499,34.8133409244421,"מכון ויצמן למדע, שדרת מרכוס זיו, מעונות שיין, אחוזות הנשיא, רחובות, מחוז המרכז, NO, ישראל"

+West Virginia University,39.65404635,-79.96475355,"88, Windsor Avenue, The Flatts, Morgantown, Monongalia County, West Virginia, 26505, USA"

+"West Virginia University, Morgantown WV 26506, USA",39.65404635,-79.96475355,"88, Windsor Avenue, The Flatts, Morgantown, Monongalia County, West Virginia, 26505, USA"

+"West Virginia University, Morgantown, USA",39.65404635,-79.96475355,"88, Windsor Avenue, The Flatts, Morgantown, Monongalia County, West Virginia, 26505, USA"

+"West Virginia University, Morgantown, WV",39.65404635,-79.96475355,"88, Windsor Avenue, The Flatts, Morgantown, Monongalia County, West Virginia, 26505, USA"

+"West Virginia University, Morgantown, WV 26506, USA",39.65404635,-79.96475355,"88, Windsor Avenue, The Flatts, Morgantown, Monongalia County, West Virginia, 26505, USA"

+Western Kentucky University,36.9845317,-86.4576443016944,"Western Kentucky University, Avenue of Champions, Bowling Green, Warren County, Kentucky, 42101, USA"

+"Western Sydney University, Parramatta, NSW 2150, Australia",-33.8160848,151.00560034186,"Western Sydney University, Parramatta City Campus, Smith Street, Parramatta, Sydney, Parramatta, NSW, 2150, Australia"

+Wolfson College,51.7711076,-1.25361700492597,"Wolfson College, Linton Road, Norham Manor, Oxford, Oxon, South East, England, OX2 6UD, UK"

+Xerox Research Center,43.5129109,-79.6664076152913,"Xerox Research Centre of Canada, 2660, Speakman Drive, Sheridan Park, Erin Mills, Ont., Peel Region, Ontario, L5J 2M4, Canada"

+Xiamen University,24.4399419,118.093017809127,"厦门大学, 思明南路 Siming South Road, 思明区, 思明区 (Siming), 厦门市 / Xiamen, 福建省, 361005, 中国"

+"Xiamen University, Xiamen, China",24.4399419,118.093017809127,"厦门大学, 思明南路 Siming South Road, 思明区, 思明区 (Siming), 厦门市 / Xiamen, 福建省, 361005, 中国"

+Xidian University,34.1235825,108.83546,"Xidian University (New Campus), 266号, 银杏大道, 南雷村, 长安区 (Chang'an), 西安市, 陕西省, 710126, 中国"

+"Xidian University, Xi an, China",34.1235825,108.83546,"Xidian University (New Campus), 266号, 银杏大道, 南雷村, 长安区 (Chang'an), 西安市, 陕西省, 710126, 中国"

+"Y. Li, University of Maryland",39.2864694,-76.6263409932124,"Penn Street Garage, 120, Penn Street, Ridgleys Delight, Baltimore, Maryland, 21201, USA"

+Yale University,41.25713055,-72.9896696015223,"Yale University, West Campus Drive, West Haven, New Haven County, Connecticut, 06516, USA"

+Yaroslavl State University,57.6252103,39.8845656,"ЯрГУ им. Демидова (Экономический факультет), 3, Комсомольская улица, Кировский район, Ярославль, городской округ Ярославль, Ярославская область, ЦФО, 150000, РФ"

+Yeungnam University,35.8365403,128.7534309,"영남대, 대학로, 부적리, 경산시, 경북, 712-749, 대한민국"

+York University,43.7743911,-79.5048108538813,"York University, Keele Campus, Campus Walk, North York, Toronto, Ontario, M3J 2S5, Canada"

+"York University, Toronto",43.7743911,-79.5048108538813,"York University, Keele Campus, Campus Walk, North York, Toronto, Ontario, M3J 2S5, Canada"

+"York University, Toronto, Canada",43.7743911,-79.5048108538813,"York University, Keele Campus, Campus Walk, North York, Toronto, Ontario, M3J 2S5, Canada"

+Zaragoza University,41.6406218,-0.900793992168927,"Colegio Mayor Universitario Santa Isabel, Calle de Domingo Miral, Romareda, Zaragoza, Aragón, 50009, España"

+"Zhejiang Normal University, Jinhua, China",29.13646725,119.637686517179,"浙江师范大学, 688, 迎宾大道, 柳湖花园, 金华市, 婺城区 (Wucheng), 金华市 / Jinhua, 浙江省, 321004, 中国"

+Zhejiang University,30.19331415,120.119308216677,"浙江大学之江校区, 之江路, 转塘街道, 西湖区 (Xihu), 杭州市 Hangzhou, 浙江省, 310008, 中国"

+Zhejiang University of Technology,30.2931534,120.1620458,"浙江工业大学, 潮王路, 朝晖街道, 杭州市 Hangzhou, 浙江省, 310014, 中国"

+"Zhengzhou University, Zhengzhou, Henan 450052, China",34.8088168,113.5352664,"科学大道, 中原区 (Zhongyuan), 郑州市 / Zhengzhou, 河南省, 450001, 中国"

+a The University of Nottingham Malaysia Campus,2.9438432,101.8736196,"The University of Nottingham Malaysia Campus, Jalan Broga, Bandar Rinching, Semenyih, Selangor, 43500, Malaysia"

+any other University,53.8012316,-1.5476213,"Northern Film School, Millennium Square, Steander, Woodhouse, Leeds, Yorkshire and the Humber, England, LS1 3DW, UK"

+college of Engineering,13.0110912,80.2354520862161,"College of Engineering, Sardar Patel Road, Srinagar Colony, Ward 171, Zone 13 Adyar, Chennai, Chennai district, Tamil Nadu, 600025, India"

+of Cornell University,42.4505507,-76.4783512955428,"Cornell University, Forest Home Drive, Forest Home, Tompkins County, New York, 14853, USA"

+of bilkent university,39.8720489,32.7539515466323,"Bilkent Üniversitesi, 3. Cadde, Üniversiteler Mahallesi, Ankara, Çankaya, Ankara, İç Anadolu Bölgesi, 06800, Türkiye"

+of the University of Notre Dame,41.70456775,-86.2382202601727,"University of Notre Dame du Lac, Holy Cross Drive, Notre Dame, Maple Lane, Saint Joseph County, Indiana, 46556, USA"

+the Chinese University of Hong Kong,22.42031295,114.207886442805,"中大 CUHK, NA梯 New Asia Stairs, 馬料水 Ma Liu Shui, 九肚村 Kau To Village, 沙田區 Sha Tin District, 新界 New Territories, HK, DD193 1191, 中国"

+to Michigan State University,42.7231021,-84.4449848597663,"Red Cedar River, Small Acres Lane, Okemos, Ingham County, Michigan, 48864, USA"

+"university, Shiraz, Iran",29.6284395,52.5181728343761,"دانشکده مهندسی دانشگاه شیراز, ملاصدرا, فلسطین, محدوده شهرداری منطقه یک - شهرداری شیراز, شیراز, بخش مرکزی شهرستان شیراز, شهرستان شیراز, استان فارس, 71936, ‏ایران‎"

+y National Institute of Advanced Industrial Science and Technology,36.05238585,140.118523607658,"産業技術総合研究所；西事業所, 学園西大通り, Onogawa housing complex, つくば市, 茨城県, 関東地方, 305-0051, 日本"

diff --git a/reports/institutions_not_found.csv b/reports/institutions_not_found.csv
new file mode 100644
index 00000000..0b36eb36
--- /dev/null
+++ b/reports/institutions_not_found.csv
@@ -0,0 +1,1773 @@
+"1E1 WC Mackenzie Health Sciences Centre, University of Alberta, Edmonton, AB, Canada T6G 2R"

+"2 School of Computing, National University of Singapore"

+"2015 Wiley Periodicals, Inc"

+"2Program in Neuroscience, and 3Rotman Research Institute, University of Toronto, Toronto, Ontario M5S 3G3, Canada"

+A DISSERTATION SUBMITTED TO THE UNIVERSITY OF MANCHESTER

+A Thesis submitted to McGill University in partial fulfillment of the requirements for the

+A dissertation submitted to the Faculty of the University of Delaware in partial

+A dissertation submitted to the University of Bristol in accordance with the requirements

+"ACRV, The Australian National University  University of Oxford  QUVA Lab, University of Amsterdam"

+"ADSIP Research Centre, University of Central Lancashire"

+ATR Human Information Processing Research Laboratories

+ATR Human Information Processing Research Laboratory

+ATR Interpreting Telecommunications Research Laboratories

+"Aarhus University, Finlandsgade 22 8200 Aarhus N, Denmark"

+"Abha Gaikwad -Patil College of Engineering, Nagpur, Maharashtra, India"

+"Academic Center for Computing and Media Studies, Kyoto University, Kyoto 606-8501, Japan"

+"Academy of Sciences (Grant No. KGZD-EW-T03), and project MMT-8115038 of the Shun Hing Institute of"

+Achariya college of Engineering Technology

+Acharya Institute Of Technology

+"Address correspondence to: Karen L. Schmidt, University of"

+"Aditya College of Engineering, Surampalem, East Godavari"

+"Aditya Institute of Technology And Management, Tekkali, Srikakulam, Andhra Pradesh"

+"Aditya institute of Technology and Management, Tekkalli-532 201, A.P"

+"Adobe Systems, Inc., 345 Park Ave, San Jose, CA"

+"Advanced Digital Sciences Center (ADSC), University of Illinois at Urbana-Champaign, Singapore"

+"Advanced Engineering, The Chinese University of Hong Kong"

+"Advanced Imaging Science, Multimedia, and Film Chung-Ang University, Seoul"

+"Affiliated to Guru Gobind Singh Indraprastha University, Delhi, India"

+AgnelAnushya P. is currently pursuing M.E (Computer Science and engineering) at Vins Christian college of

+Al-Khwarizmi Institute of Computer Science

+Alan W Black (Carnegie Mellon University

+Alex Waibel (Carnegie Mellon University

+"Alin Moldoveanu, Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest"

+Allen Institute for Arti cial Intelligence (AI

+"Allen Institute for Arti cial Intelligence (AI2), Seattle, WA"

+"Amal Jyothi College of Engineering, Kanjirappally, India"

+"Amazon, Inc"

+"Amsterdam; and 3Center for Experimental Economics and Political Decision Making, University of Amsterdam"

+"Anatomy and Genetics, University of Oxford, Oxford, United Kingdom; 3The Wellcome"

+"AncyRijaV, Author is currently pursuing M.E (Software Engineering) in Vins Christian College of"

+"Anjuman College of Engineering and Technology, Sadar, Nagpur, India"

+"Annamacharya Institute of Technology and Sciences, Tirupati, India"

+"Applied computing and mechanics laboratory, Swiss Federal Institute of Technology, 1015 Lausanne, Switzerland"

+"Aristotle University of Thessaloniki, Box 451, 54124 Thessaloniki, Greece"

+"Aristotle University of Thessaloniki, GR-541 24 Thessaloniki, Greece"

+"Aristotle University of Thessaloniki, Thessaloniki 541 24, Greece"

+AristotleUniversityofThessaloniki

+"Arti cial Intelligence Institute, China"

+"Arts Media and Engineering, Arizona State University"

+"Arts, Commerce and Science College, Gangakhed, M.S, India"

+"Arts, Science and Commerce College, Chopda"

+"Asia University, Taichung, Taiwan"

+"Asian Institute of Technology, Pathumthani, Thailand"

+"Asian University, Taichung, Taiwan"

+"Assam University, Silchar-788011 Assam University, Silchar"

+"Assistant Lecturer, College of Science, Baghdad University, Baghdad, Iraq"

+"Assiut University, Assiut 71515, Egypt"

+"Augmented Vision Lab, Technical University Kaiserslautern, Kaiserslautern, Germany"

+"Augsburg University, Germany"

+"Australian Centre for Visual Technologies, The University of Adelaide, Australia (b"

+Australian National University and NICTA

+"Australian National University and NICTA, Australia"

+"Australian National University, 2CVLab, EPFL, Switzerland, 3Smart Vision Systems, CSIRO"

+"Australian National University, 2Smart Vision Systems, CSIRO, 3CVLab, EPFL"

+"Australian National University, and NICTA"

+"Author s addresses: Z. Li and D. Gong, Shenzhen Institutes of Advanced Technology, Chinese Academy"

+Autonomous University of Barcelona

+Azad University of Qazvin

+"B. Eng., Zhejiang University"

+B. S. Rochester Institute of Technology

+"B. Tech., Indian Institute of Technology Jodhpur"

+"B.A. Earlham College, Richmond Indiana"

+"B.E, K.S.Rangasamy College of Technology, Namakkal, TamilNadu, India"

+"B.Eng., Nankai University"

+B.S. (Cornell University

+"B.S. Abdur Rahman University, Chennai-48, India"

+B.S. University of Indonesia

+"B.S., Computer Engineering, Bo gazi ci University"

+"B.S., E.E., Bo azi i University"

+B.S./M.S. Brandeis University

+B.S.Abdur Rahman University B.S.Abdur Rahman University

+"B.Sc., University of Science and Technology of China"

+"B.Tech (C.S.E), Bharath University, Chennai"

+"BECS, Aalto University School of Science and Technology, Finland"

+"BECS, Aalto University, Helsinki, Finland"

+"BRIC, University of North Carolina at Chapel Hill, NC 27599, USA"

+"Babes Bolyai University, 58-60 Teodor Mihali, C333, Cluj Napoca"

+"Badji-Mokhtar University, P.O.Box 12, Annaba-23000, Algeria"

+Baidu IDL and Tsinghua University

+Baidu Research   Institute of Deep Learning

+"Baidu Research, USA 3John Hopkins University"

+"Baingio Pinna, University of"

+Bangladesh University of Engineering and Technology(BUET

+Beckman Institute for Advanced Science and Technology

+"Beckman Institute, University of Illinois at Urbana-Champaign, IL USA"

+"Beckman Institute, University of Illinois at Urbana-Champaign, IL, USA"

+"Beckman Institute, University of Illinois at Urbana-Champaign, USA"

+"Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA"

+"Beihang University 2Gri th University 3University of York, UK"

+"Beijing Institute of Technology, Beijing 100081, PR China"

+"Beijing Laboratory of IIT, School of Computer Science, Beijing Institute of Technology, Beijing, China"

+"Beijing University of Posts and Telecommunications, Beijing, China. 2School of"

+Bharath Institute of Science and Technology

+"Bharti Vidyapeeth Deemed University, Pune, India"

+"Bilgi University, Dolapdere, Istanbul, TR"

+"Bio-Computing Research Center, Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen, Guangdong Province, China, 2 Key Laboratory of Network"

+"Bioinformatics Institute, A*STAR, Singapore"

+Biometric Research Center

+"Biometric Research Center, The Hong Kong Polytechnic University"

+"Biometric and Image Processing Lab, University of Salerno, Italy"

+"Birkbeck College, University of London"

+Bo gazi ci University

+"Bo gazi ci University, Turkey"

+"Bo gazic i University, Istanbul, Turkey"

+"Bo gazici University, Istanbul, TR"

+"Boston College; 2Psychiatric Neuroimaging Program, Massachusetts General Hospital, Harvard Medical School; and 3Athinoula A. Martinos"

+Boston University / **Rutgers University / ***Gallaudet University

+Boston University Computer Science Technical Report No

+Boston University Theses and Dissertations

+"Boston University, Linguistics Program, 621 Commonwealth Avenue, Boston, MA"

+"Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA"

+"Brown University, 2University of California, San Diego, 3California Institute of Technology"

+"C.L. Teo, University of Maryland"

+"CAS), Institute of Computing Technology, CAS, Beijing 100190, China"

+"CAS), Institute of Computing Technology, CAS, Beijing, 100190, China"

+"CISE, University of Florida, Gainesville, FL"

+"CISUC, University of Coimbra"

+"CMR Institute of Technology, Hyderabad, (India"

+"CNRS , Institute of Automation of the Chinese Academy of Sciences"

+COMSATS Institute of Information Technology Wah Cantt

+"CRCV, University of Central Florida"

+CUNY Graduate Center and City College

+"CVAP, KTH (Royal Institute of Technology), Stockholm, SE"

+"CVIP Lab, University of Louisville, Louisville, KY 40292, USA"

+"CVIP Lab, University of Louisville, Louisville, KY, USA"

+"CVL, Link oping University, Link oping, Sweden"

+CVSSP   University of Surrey

+"CVSSP, University of Surrey"

+"CVSSP, University of Surrey, UK"

+"Caarmel Engineering College, MG University, Kerala, India"

+"Calgary, 2500 University Dr., N.W. Calgary, AB, Canada T2N 1N4. Tel"

+"California State University, Fullerton, USA"

+"Cambridge University, Trumpington Street, Cambridge CB21PZ, UK"

+Canadian Institute for Advanced Research

+Carnegie Mellon University (CMU

+"Carnegie Mellon University, 5000 Forbes Avenue, Pittsburgh, PA 15213, USA"

+"Carnegie Mellon University, CyLab Biometrics Center, Pittsburgh, PA, USA"

+"Carnegie Mellon University, Electrical and Computer Engineering"

+Carnegie Melon University

+"Catholic University of Rio de Janeiro, Brazil"

+"Center for Arti cial Vision Research, Korea University"

+"Center for Automation Research (CfAR), University of Maryland, College Park, MD"

+"Center for Automation Research, UMIACS, University of Maryland, College Park"

+"Center for Automation Research, UMIACS, University of Maryland, College Park, MD"

+"Center for Automation Research, UMIACS, University of Maryland, College Park, MD 20742 USA"

+"Center for Automation Research, UMIACS, University of Maryland, College Park, MD 20742, USA"

+"Center for Automation Research, University of Maryland"

+"Center for Automation Research, University of Maryland, College Park, MD"

+"Center for Automation Research, University of Maryland, College Park, MD 20740, USA"

+"Center for Automation Research, University of Maryland, College Park, MD 20742, USA"

+"Center for Biometrics and Security Research and National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences"

+"Center for Brain Science, Harvard University, Cambridge, MA 02138 USA"

+"Center for Brain Science, Harvard University, Cambridge, MA, USA"

+"Center for Brains, Minds and Machines, McGovern Institute, MIT"

+"Center for Cognitive Neuroscience, Duke University, Durham, North Carolina"

+"Center for Cognitive Science, University of Turin, Turin, Italy, 2 Neuroscience Institute of Turin"

+"Center for Cognitive Ubiquitous Computing, Arizona State University, Tempe, AZ, USA"

+"Center for Computational Biomedicine Imaging and Modeling Center, Rutgers University, New Brunswick, NJ"

+"Center for Healthy Aging, University of"

+"Center for Information Science, Peking University, Beijing 100871, China"

+"Center for Information and Neural Networks, National Institute of Information and Communications Technology (NICT"

+"Center for Intelligent Machines, McGill University, 3480 University Street, Montreal, Canada H3A 2A"

+"Center for Machine Vision Research, University of Oulu, Finland"

+"Center for Machine Vision and Signal Analysis (CMVS), University of Oulu, Finland"

+"Center for Machine Vision and Signal Analysis, University of Oulu, Finland"

+"Center for Research in Computer Vision (CRCV), University of Central Florida (UCF"

+"Center for Research in Computer Vision, University of Central Florida"

+"Center for Research in Computer Vision, University of Central Florida, Orlando, FL"

+"Center for Research in Computer Vision, University of Central Florida, Orlando, USA"

+"Center for Research in Intelligent Systems, University of California, Riverside, CA 92521, USA"

+"Center for Sensor Systems  (ZESS) and Institute for Vision and Graphics#, University of Siegen"

+"Center of Research Excellence in Hajj and Umrah, Umm Al-Qura University, Makkah, KSA"

+Central Mechanical Engineering Research Institute

+"Central Mechanical Engineering Research Institute, Durgapur, West Bengal, India"

+"Central Washington University, 400 E. University Way, Ellensburg, WA 98926, USA"

+"Centre for Bioinformatics, Biomarker Discovery and Information-Based Medicine, The University of Newcastle, Callaghan, Australia, 2 Departamento de Engenharia de"

+"Centre for Intelligent Machines, McGill University, Montreal, Canada"

+"Centre for Quantum Computation and Intelligent Systems, FEIT, University of Technology Sydney, Australia"

+"Centre for Quantum Computation and Intelligent Systems, Faculty of Engineering and IT, University of"

+"Centre for Quantum Computation and Intelligent Systems, University of Technology Sydney, Sydney, Australia"

+"Centre for Vision, Speech and Signal Processing, University of Surrey, Guildford GU2 7XH, UK"

+"Centre for Vision, Speech and Signal Processing, University of Surrey, Guildford, GU2 7XH"

+"Chalmers University of Technology, SAFER"

+"Chandigarh Engg. College, Mohali, Punjab, India"

+"Chandigarh University, Gharuan, Punjab, India"

+"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Science"

+"Charotar University of Science and Technology, Changa, India"

+"China Mobile Research Institute, Xuanwu Men West Street, Beijing"

+China University of Mining and Technol

+"China, 2 Changchun Institute of Optics, Fine Mechanics and Physics, CAS, Changchun, China, 3 School of"

+"China, 2 School of Computer Science and Engineering, Nanjing University of Science and Technology"

+"China-Singapore Institute of Digital Media, Singapore"

+"Chonbuk National University, Jeonju 561-756, Korea"

+"City University of Hong Kong, Kowloon 999077, Hong Kong, China"

+"Co-Guide, Computer Science, Shah and Anchor Kuttchi Engineering College, Mumbai, India"

+"Cognitive Arti cial Intelligence, Utrecht University, Heidelberglaan 6, 3584 CD, Utrecht"

+"Cognitive Brain Research Unit, Institute of Behavioural Sciences, University of"

+"Cognitive Systems Lab, Karlsruhe Institute of Technology, Karlsruhe, Germany"

+"Collage of Sciences, Baghdad University, Iraq"

+"College Road East, Princeton, NJ"

+College of Computer Science and Information Sciences

+"College of Computer Science and Information Technology, Central South University of Forestry and Technology, Hunan 410004, China"

+"College of Computer Science and Information Technology, Northeast Normal University, Changchun"

+"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen 518060, China"

+College of Computer Science and Technology

+"College of Computer Science and Technology, Chongqing"

+"College of Computer Science and Technology, Zhejiang University, China"

+"College of Computer Science, Chongqing University, Chongqing, 400030, China"

+"College of Computer Science, Chongqing University, Chongqing, China"

+"College of Computer Science, Sichuan University, Chengdu 610065, P.R. China"

+"College of Computer Science, Zhejiang University"

+"College of Computer Science, Zhejiang University, Hangzhou, China"

+"College of Computer Science, Zhejiang University, Zhejiang, China"

+"College of Computer and Information Engineering, Nanyang Institute of Technology"

+"College of Computer and Information Engineering, Tianjin Normal University, Tianjin 300387, China"

+"College of Computer and Information Science, Northeastern University, Boston, USA"

+"College of Computer and Information Science, Northeastern University, MA, USA"

+"College of Computer and Information Science, Southwest University, Chongqing 400715, China"

+College of Computer and Information Sciences

+"College of Computers and Information Systems, Umm Al-Qura University, Makkah, KSA"

+"College of Computing, Georgia Institute of Technology"

+"College of Computing, Georgia Institute of Technology, Atlanta, GA, USA"

+"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"

+"College of Electronics and Information Engineering, Sichuan University, Chengdu 610064, China"

+"College of Electronics and Information, Northwestern Polytechnic University"

+College of Engineering (Poly

+College of Engineering and Mineral Resources

+"College of Engineering, Mathematics and Physical Sciences"

+"College of Engineering, Purdue University"

+College of Image Arts and Sciences

+College of Information Engineering

+"College of Information Engineering, Shanghai Maritime University, Shanghai, China, 2 School of Information, Kochi University"

+College of Information Science and Engineering

+"College of Information Science and Engineering, Ocean University of China, Qingdao, China"

+"College of Information Science and Engineering, Ritsumeikan University, Shiga 525-8577, Japan"

+"College of Information Science and Engineering, Xinjiang University"

+"College of Information and Communication Engineering, Sungkyunkwan University, Suwon-si, Gyeonggi"

+College of Information and Control Engineering in China University of Petroleum

+"College of Information and Control Engineering, China University of Petroleum, Qingdao 266580, China"

+College of Information and Electrical Engineering

+"College of Information, Yunnan Normal University, Kunming, China"

+"College of Medical Informatics, Chongqing Medical University, Chongqing, China"

+"College of Medicine, Seoul National University"

+"College of Science, Baghdad University, Baghdad, Iraq"

+"College of Science, Menou a University, Menou a 32721, Egypt"

+"College of Sciences, Northeastern University, Shenyang 110819, China"

+"College of Software Engineering, Southeast University, Nanjing 210096, China"

+"College of software, Chongqing University of Posts and Telecommunications Chongqing"

+"CollegePark, MD"

+"ColumbiaUniversity, NY, USA"

+Compi`egne University of Technology

+"Computational Biomedicine Lab, University of Houston, TX, USA"

+"Computational Biomedicine Laboratory, University of Houston, Houston, Texas 77204, USA"

+"Computational Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology - Hellas"

+"Computational Science and Engineering Program, Bo gazic i University, Istanbul, Turkey"

+"Computer Applications, Ayya Nadar Janaki Ammal College, Sivakasi, India"

+"Computer Engineering, Faculty of Engineering, Kharazmi University of Tehran, Tehran, Iran"

+"Computer Graphics Research Group, University of Freiburg, Freiburg, Germany"

+"Computer Information Systems, Missouri State University, 901 S. National, Springfield, MO 65804, USA"

+"Computer Laboratory, University of Cambridge, Cambridge, UK"

+"Computer Science Division, The Open University of Israel"

+"Computer Science Division, The Open University of Israel, Israel"

+"Computer Science and Arti cial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA"

+"Computer Science and Electrical Engineering, West Virginia University, Morgantown, USA"

+"Computer Science and Engineering, Anna University, India"

+"Computer Science and Engineering, Easwari Engineering College, India"

+"Computer Science and Engineering, Michigan State University, East Lansing, USA"

+"Computer Science and Engineering, University of Michigan, Ann Arbor"

+"Computer Science and Engineering, University of Washington"

+"Computer Science and Engineering, University of Washington, Seattle, WA"

+"Computer Science and Engineering, University of Washington, Seattle, WA, USA"

+"Computer Science and Software Engineering, Concordia University, Montr eal, Qu ebec, Canada"

+"Computer Science and Software Engineering, The University of Western Australia"

+"Computer Science and Technology, Tsinghua University, Beijing, China"

+"Computer Science, Beijing Institute of Technology, Beijing 100081, P.R.China"

+"Computer Science, Brown University, Providence, RI, USA"

+"Computer Science, Engineering and Mathematics School, Flinders University, Australia"

+"Computer Science, Princeton University, Princeton, NJ, USA"

+"Computer Vision Group, Friedrich Schiller University Jena"

+"Computer Vision Group, Friedrich Schiller University of Jena, Germany"

+"Computer Vision Group, L. D. College of Engineering, Ahmedabad, India"

+"Computer Vision Group, Xerox Research Center Europe, Meylan, France"

+"Computer Vision Lab, Delft University of Technology"

+"Computer Vision Laboratory, Link oping University, SE-581 83 Link oping, Sweden"

+"Computer Vision Laboratory, Link oping University, Sweden"

+"Computer Vision Laboratory, The University of Nottingham"

+"Computer Vision Laboratory, University of Nottingham, Nottingham, UK"

+Computer Vision Laboratory. University of Nottingham

+"Computer Vision Research Group, COMSATS Institute of Information"

+Computer Vision and Robotics Research Laboratory

+"Computer Vision for Human Computer Interaction, Karlsruhe Institute of Technology, Germany"

+"Computer and Systems Engineering, Rensselaer Polytechnic Institute"

+Computer and Vision Research Center

+"Computer vision and Remote Sensing, Berlin university of Technology"

+"Concordia University, Computer Science and Software Engineering, Montr eal, Qu ebec, Canada"

+Conference on CyberGames and Interactive Entertainment (pp. 52-58). Western Australia: Murdoch university

+"Cooperative Medianet Innovation Center, Shanghai Jiaotong University"

+"Coordinated Science Lab, University of Illinois at Urbana-Champaign"

+"Copyright c(cid:3) 2017 The Institute of Electronics, Information and Communication Engineers"

+Copyright for the publications made accessible via the Queen's University Belfast Research Portal is retained by the author(s) and / or other

+Cornell University 2 Cornell Tech

+Cornell University 2Eastman Kodak Company

+"Cornell University, Ithaca, NY, U.S.A"

+"Correspondence should be addressed to: Astrid C. Homan, University of Amsterdam, Weesperplein"

+Courant Institute and Google Research

+"Courant Institute of Mathematical Sciences and Google Research, New York, NY"

+"Current Address: Research Institute of Child Development and Education, University of Amsterdam"

+Curtin University of Technology

+"D Research Center, Kwangwoon University and Springer"

+D.J. Sanghvi College of Engineering

+"D.Y.Patil Institute of Engineering and Technology, Pimpri, Pune-18, Savitribai Phule Pune University"

+DAP - University of Sassari

+"DCMandB, University of Michigan, Ann Arbor, USA 4 SCS, Carnegie Mellon University, Pittsburgh, USA"

+"DESTEC, FLSHR Mohammed V University-Agdal, Rabat, Morocco"

+DICGIM - University of Palermo

+"DIEI, University of Perugia, Italy"

+DISI - University of Trento

+"DISI, University of Trento, Italy"

+"DISI, University of Trento, Trento, Italy"

+"DPDCE, University IUAV"

+"DPDCE, University IUAV, Santa Croce 1957, 30135 Venice, Italy"

+"DSP Lab, Sharif University of Technology, Tehran, Iran"

+"DTU Informatics, Technical University of Denmark, DK-2800 Kgs. Lyngby, DENMARK"

+"DUT-RU International School of Information Science and Engineering, Dalian University of Technology, Dalian, China"

+DVMM Lab - Columbia University

+"Dalio Institute of Cardiovascular Imaging, Weill Cornell Medical College"

+Dalle Molle Institute for Arti cial Intelligence

+"Dartmouth College, 6211 Sudiko  Lab, Hanover, NH 03755, USA"

+Datta Meghe College of Engineering

+"Dayananda Sagar College of Engg., India"

+"Dean, K.S.Rangasamy College of Technology, Namakkal, TamilNadu, India"

+"Dep. of Applied Mathematics and Analysis, University of Barcelona, Spain"

+"Deparment of Computer Science, Queen Mary, University of London, London, E1 4NS, UK"

+"Deparment of Computing, Goldsmiths, University of London, UK"

+"Deparment of Computing, Imperial College London, UK"

+Departm nt of Information Engin ering  Th  Chines  University of Hong Kong

+"Deprtment of Computer Science and Engineering, JNTUA College of Engineering, India"

+"Deva Ramanan, University of California at Irvine"

+"Dextro Robotics, Inc. 101 Avenue of the Americas, New York, USA"

+Dhanalakshmi Srinivasan College of Engineering

+Dietrich College Honors Theses

+Dietrich College of Humanities and Social Sciences

+Digital Media Research Center

+"Dipartimento di Sistemi e Informatica, University of Florence"

+"Director, Hindustan College of Arts and Science, Coimbatore, Tamil Nadu, India"

+"Division of Computer Engineering, Chonbuk National University, Jeonju-si, Jeollabuk-do"

+"Division of Computer Science, University of California, Berkeley, CA, USA e-mail"

+"Division of Electronics and Electrical Engineering, Dongguk University, 26 Pil-dong 3-ga, Jung-gu"

+"Division of Electronics and Electrical Engineering, Dongguk University, 30 Pildong-ro 1-gil, Jung-gu"

+"Division of Electronics and Electrical Engineering, Dongguk University, 30 Pildong-ro, 1-gil, Jung-gu"

+"Division of IT Convergence, Daegu Gyeongbuk Institute of Science and Technology"

+"Division of Information and Computer Engineering, Ajou University, Suwon 443-749, Korea"

+"Dnyanopasak College Parbhani, M.S, India"

+"Doctor of Philosophy in Computer Science at Cardi  University, July 24th"

+"Doctor of Philosophy in Computing of Imperial College, February"

+Doctor of Philosophy of University College London

+"Doctoral School of Automatic Control and Computers, University POLITEHNICA of Bucharest, Romania"

+Downloaded from the University of Groningen/UMCG research database (Pure): http://www.rug.nl/research/portal. For technical reasons the

+"Dr.Pauls Engineering College, Villupuram District, Tamilnadu, India"

+"ECE dept, University of Miami"

+"ECE, National University of Singapore, Singapore"

+"ECSE, Rensselaer Polytechnic Institute, Troy, NY"

+"EECS, Syracuse University, Syracuse, NY, USA"

+"EEMCS, University of Twente"

+"EEMCS, University of Twente Enschede, The Netherlands"

+"EEMCS, University of Twente, Netherlands"

+"EEMCS, University of Twente, The Netherlands"

+"EIMT, Open University of"

+"ESAT, Katholieke Universiteit Leuven, Leuven, Belgium"

+"ESAT-PSI, KU Leuven, 2University of Bonn, 3CV:HCI, KIT, Karlsruhe, 4Sensifai"

+"ESTeM, University of Canberra"

+"Eastern Mediterranean University, Gazima usa, Northern Cyprus"

+"Ecole Polytechnique Federale de Lausanne, Signal Processing Institute"

+Economy (MKE) and the Korea Evaluation Institute of Industrial Technology (KEIT

+"Education, Yunnan Normal University, Kunming, China"

+"Education, Yunnan NormalUniversity, Kunming, China2. College of Information, Yunnan"

+"Elect. Eng. Faculty, Tabriz University, Tabriz, Iran"

+"Electrical Engineering Institute, EPFL"

+"Electrical Engineering LR11ESO4), University of Tunis EL Manar. Adress: ENSIT 5, Avenue Taha Hussein, B. P. : 56, Bab"

+"Electrical and Computer Engineering, National University of Singapore, Singapore"

+"Electrical and Computer Engineering, The University of Memphis"

+"Electrical and Computer Engineering, University of Auckland, New Zealand"

+"Electrical and Computer Engineering, University of Toronto, M5S 3G4, Canada"

+"Electrical, Computer, Rensselaer Polytechnic Institute"

+"Electrical, Electronics and Automation Section, Universiti Kuala Lumpur Malaysian Spanish Institute"

+Electronic Engineering and Computer Science Queen Mary University of London

+"Electronic and Information Engineering, University of Bologna, Italy"

+"Electronics And Communication Engg., Adhiyamaan College of Engg., Hosur, (India"

+"Electronics Engineering, National Institute of Technical Teachers"

+"Electronics and Communication Engineering, Chuo University"

+"Electronics and Computer Science, University of Southampton, Southampton, Hampshire"

+Electronics and Telecommunications Research Institute

+"Engg, Priyadarshini College of"

+Engineering Chaoyang University Nankai Institute of

+"Engineering Institute, Autonomous University of Baja California, Blvd. Benito Ju rez"

+"Engineering and Natural Science, Sabanci University, Istanbul, Turkey"

+"Engineering, G.H.Raisoni College of Engineering"

+"Engineering, National Formosa University"

+"Engineering, Ton Duc Thang University, 19 Nguyen Huu Tho Street, Ho Chi Minh City, Vietman"

+"Engineering, University of Akron, Akron, OH 44325-3904, USA"

+"Engineering, University of Dundee"

+"Environment, Northumbria University, Newcastle, NE1 8ST, United Kingdom"

+"Exploratory Computer Vision Group, IBM T. J. Watson Research Center"

+"F.Ferraro, University of Rochester"

+"FI-90014 University of Oulu, Finland"

+"FX Palo Alto Laboratory, Inc., California, USA"

+Facebook 4Texas AandM University 5IBM Research

+"Facebook AI Research, 2Dartmouth College"

+"Facial Image Processing and Analysis Group, Institute for Anthropomatics"

+"Facial expression  gures prominently in research on almost every aspect of emotion, including psychophys"

+"Faculty of Computer Science, Dalhousie University, Halifax, Canada"

+"Faculty of Computer Science, Mathematics, and Engineering, University of Twente, Enschede, Netherlands"

+"Faculty of Computer Science, University of A Coru na, Coru na, Spain"

+"Faculty of Computer and Information Science, University of Ljubljana, Ve cna pot 113, SI-1000 Ljubljana"

+"Faculty of Computer, Khoy Branch, Islamic Azad University, Khoy, Iran"

+"Faculty of Computers and Information, Cairo University, Cairo, Egypt"

+"Faculty of EEMCS, Delft University of Technology, The Netherlands"

+"Faculty of EEMCS, University of Twente, The Netherlands"

+"Faculty of ETI, Gdansk University of Technology, Gdansk, Poland"

+"Faculty of Electrical Engineering, Czech Technical University"

+"Faculty of Electrical Engineering, Czech Technical University in Prague"

+"Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of"

+"Faculty of Electrical Engineering, Mathematics and Computer Science, University"

+"Faculty of Electrical Engineering, Mathematics and Computer Science, University of Twente, The"

+"Faculty of Electrical Engineering, University of Ljubljana"

+"Faculty of Electrical Engineering, University of Ljubljana, Slovenia"

+"Faculty of Electrical Engineering, University of Ljubljana, Tr a ka cesta 25, SI-1000 Ljubljana, Slovenia"

+"Faculty of Electrical Engineering, University of Ljubljana, Tr za ska 25, SI-1000 Ljubljana, Slovenia"

+"Faculty of Electrical Engineering, University of Ljubljana, Tr za ska cesta"

+"Faculty of Electrical Engineering, University of Ljubljana, Tr za ska cesta 25, SI-1000 Ljubljana, Slovenia"

+"Faculty of Electrical and Computer Engineering, Bu-Ali Sina University, Hamadan, Iran"

+"Faculty of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran"

+"Faculty of Electronics, Telecommunications and Informatics, Gdansk University of Technology, Poland"

+"Faculty of Engineering Building, University of Malaya, 50603 Kuala Lumpur, Malaysia"

+"Faculty of Engineering and Natural Sciences, Sabanc  University,  stanbul, Turkey"

+"Faculty of Engineering and Technology, Multimedia University (Melaka Campus"

+"Faculty of Engineering, Ain Shams University, Cairo, Egypt"

+"Faculty of Informatics, E otv os Lor and University, Budapest, Hungary"

+"Faculty of Information Science and Technology, Multimedia University, 75450 Melaka, Malaysia"

+"Faculty of Information Technology, Barrett Hodgson University, Karachi, Pakistan"

+"Faculty of Information Technology, Vietnam National University of Agriculture, Hanoi 10000, Vietnam"

+"Faculty of Mathematics and Computer Science, University of Barcelona, Barcelona, Spain"

+"Faculty of Science and Engineering, Waseda University, Tokyo, Japan"

+"Faculty of Science and Technology, University of Macau"

+"Faculty of Science, University of Amsterdam, The Netherlands"

+"Faculty of Telecommunications, Technical University, Sofia, Bulgaria"

+"Federal Institute of Science and Technology, Mookkannoor"

+"Federal University Technology Akure, PMB 704, Akure, Nigeria"

+Federal University of Bahia (UFBA

+Federal University of Campina Grande (UFCG

+Federal University of Para ba

+Federal University of Technology - Paran a

+"Figure 1: A few results from our VRN - Guided method, on a full range of pose, including large expressions"

+"Final Year Student, M.Tech IT, Vel Tech Dr. RR andDr. SR Technical University, Chennai"

+"Final Year, PanimalarInstitute of Technology"

+"Florian Metze, Chair (Carnegie Mellon University"

+Formerly: Texas AandM University

+"Foundation University, Rawalpindi 46000, Pakistan"

+"Francis Xavier Engineering College, Tirunelveli, Tamilnadu, India"

+Fraunhofer Institute for Integrated Circuits IIS

+"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation (Fraunhofer IOSB"

+"Friedrich Schiller University, D-07740 Jena"

+"Fudan University, 2Microsoft Research Asia, 3University of Maryland"

+Funding was provided by the U.S. National Institutes of Mental

+"G.H.Raisoni College of Engg. and Mgmt., Pune, India"

+"GIT Vision Lab, http://vision.gyte.edu.tr/, Gebze Institute of Technology"

+"GRASP Laboratory, University of Pennsylvania, 3330 Walnut Street, Philadelphia, PA, USA"

+"GREYC Laboratory, ENSICAEN - University of Caen Basse Normandie - CNRS"

+"GREYC UMR CNRS 6072 ENSICAEN-Image Team, University of Caen Basse-Normandie, 6 Boulevard Mar echal Juin"

+"GSCM-LRIT, Faculty of Sciences, Mohammed V University-Agdal, Rabat, Morocco"

+"Games Studio, Faculty of Engineering and IT, University of Technology, Sydney"

+Gangnung-Wonju National University

+"Gannan Normal University, Ganzhou 341000, China"

+"Gatsby Computational Neuroscience Unit, University College London, London, UK"

+"Gayathri.S, M.E., Vins Christian college of Engineering"

+"Gdansk University of Technology, Faculty of Electronics, Telecommunication"

+German Research Center for Arti cial Intelligence (DFKI

+"German Research Center for Arti cial Intelligence (DFKI), Kaiserslautern, Germany"

+"Global Big Data Technologies Centre (GBDTC), University of Technology Sydney, Australia"

+"Gokaraju Rangaraju Institute of Engineering and Technology, Hyd"

+"Gokaraju Rangaraju Institute of Engineering and Technology, Hyderabad"

+"Goldsmiths, University of London, London, UK"

+"Goldsmiths, University of London, UK"

+"Gonda Brain Research Center, Bar Ilan University, Israel"

+"Google, Inc"

+"Governance, Keio University"

+"Government College of Engineering, Aurangabad"

+"Government College of Engineering, Aurangabad [Autonomous"

+"Grad. School at Shenzhen, Tsinghua University"

+"Grad. School of Information Science and Technology, The University of Tokyo, Japan"

+"Graduate Institute of Electronics Engineering, National Taiwan University"

+"Graduate Institute of Networking and Multimedia, National Taiwan University"

+"Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan"

+"Graduate Institute ofNetworking and Multimedia, National Taiwan University, Taipei, Taiwan"

+"Graduate School at Shenzhen, Tsinghua University, Shenzhen"

+"Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China"

+"Graduate School of Doshisha University, Kyoto, Japan"

+"Graduate School of Engineering, Kobe University, Kobe, 657-8501, Japan"

+"Graduate School of Informatics, Kyoto University"

+"Graduate School of Informatics, Kyoto University, Kyoto 606-8501, Japan"

+"Graduate School of Information Science and Technology, The University of Tokyo"

+"Graduate School of Information Science, Nagoya University, Japan"

+"Graduate School of Information Science, Nagoya University; Furo-cho, Chikusa-ku, Nagoya, 464-8601, Japan"

+"Graduate School of Information Science, Nara Institute of Science and Technology, Ikoma-shi, Nara"

+"Graduate School of Science and Engineering, Saitama University"

+"Graduate School of System Informatics, Kobe University"

+"Graduate School of System Informatics, Kobe University, Kobe, 657-8501, Japan"

+"Graduate University of CAS, 100190, Beijing, China"

+"Graduate University of Chinese Academy of Sciences(CAS), 100190, China"

+"Graduate University of Chinese Academy of Sciences, Beijing 100049, China"

+"Gri th University, QLD-4111, Brisbane, Australia"

+"Grif th University, QLD, Australia"

+"Guide, HOD, Computer Science, Shah and Anchor Kuttchi Engineering College, Mumbai, India"

+"Gujarat Technological University, V.V.Nagar, India"

+"H. He, Honkong Polytechnic University"

+HELSINKI UNIVERSITY OF TECHNOLOGY

+"HOD, St. Joseph College of Information Technology, Songea, Tanzania"

+"Harbin Institute of Technology, School of Computer Science and Technology"

+"Hasan Kalyoncu University, Gaziantep, Turkey"

+"Head and Neck Surgery, Seoul National University"

+"Hector Research Institute of Education Sciences and Psychology, T ubingen"

+"Heilongjiang University, College of Computer Science and Technology, China"

+"Held at R.C.Patel Institute of Technology, Shirpur, Dist. Dhule, Maharastra, India"

+"Helen Wills Neuroscience Institute, University of"

+"Helsinki Collegium for Advanced Studies, University of Helsinki, Finland"

+"Helsinki Institute for Information Technology, Aalto University, Finland"

+Helsinki University of Technology Laboratory of Computational Engineering Publications

+"Henan University of Traditional Chinese Medicine, Henan, Zhengzhou, 450000, P.R. China"

+"Heudiasyc Laboratory, CNRS, University of Technology of Compi`egne"

+High Institute of Medical Technologies

+"Hindusthan College of Engineering and Technology, Coimbatore, India"

+Ho Chi Minh City University of

+Ho Chi Minh City University of Science

+Honda Fundamental Research Labs

+"Honda RandD Americas, Inc., Boston, MA, USA"

+Honda Research Institute

+Honda Research Institute USA

+Hong Kong Applied Science and Technology Research Institute Company Limited

+"Hong Kong Applied Science and Technology Research Institute Company Limited, Hong Kong, China"

+Howard Hughes Medical Institute (HHMI

+"Hua Zhong University of Science and Technology, Wuhan, China"

+Huazhong Agricultural University

+"Human Centered Multimedia, Augsburg University, Germany"

+"Human Computer Interaction Lab., Samsung Advanced Institute of Technology, Korea"

+"Human Development and Applied Psychology, University of Toronto, Ontario, Canada"

+"Human Genome Center, Institute of Medical Science"

+Human Interaction Research Lab

+"Human Interface Technology Lab New Zealand, University of Canterbury, New Zealand"

+"Human Language Technology and Pattern Recognition Group, RWTH Aachen University, Germany"

+"Human Media Interaction, University of Twente, P.O. Box"

+"Human and Health Sciences, Swansea University, Swansea, United Kingdom, 3 Abertawe Bro-Morgannwg"

+"Human-friendly Welfare Robotic System Engineering Research Center, KAIST"

+"Hunan Provincial Key Laboratory of Wind Generator and Its Control, Hunan Institute of Engineering, Xiangtan, China"

+IBM China Research Lab

+"IBM Research, Australia, 2 IBM T.J. Watson Research Center, 3 National University of Singapore"

+IBM T. J. Watson Research Center

+"IBM T. J. Watson Research Center, PO Box 704, Yorktown Heights, NY"

+"IBM T. J. Watson Research Center, Yorktown Heights, NY, USA"

+IBM T.J. Watson Research Center

+"IBM Watson Research Center, Armonk, NY, USA"

+ICMC   University of S ao Paulo

+ICSI / UC Berkeley 2Brigham Young University

+"ICT-ISVISION Joint RandD Laboratory for Face Recognition, Institute of Computer Technology, The Chinese Academy of Sciences"

+"IES College of Technology, Bhopal"

+"IHCC, RSCS, CECS, Australian National University"

+"IIE, Universidad de la Rep ublica, Uruguay. 2ECE, Duke University, USA"

+"IIIS, Tsinghua University"

+"IIIS, Tsinghua University, Beijing, China"

+"IIIT-Delhi, India, 2West Virginia University"

+"IKAT, Universiteit Maastricht, St. Jacobsstraat 6, 6211 LB Maastricht, The Netherlands"

+"IN3, Open University of"

+"ISLA Lab, Informatics Institute"

+"ISLA Lab, Informatics Institute, University of Amsterdam"

+"ISTMT, Laboratory of Research in Biophysics and Medical Technologies LRBTM Higher Institute of Medical Technologies of Tunis"

+"ISTMT, University of Tunis El Manar Address: 9, Rue Docteur Zouhe r Safi   1006; 3Faculty of Medicine of Tunis; Address"

+"ITCS, Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing"

+"ITCS, Tsinghua University"

+"ITEE, The University of Queensland, Australia"

+Idiap Research Institute and EPF Lausanne

+"Idiap Research Institute and EPFL, 2 LIMSI, CNRS, Univ. Paris-Sud, Universit  Paris-Saclay"

+"Idiap Research Institute, Martigny, Switzerland, 2LIUM, University of Maine, Le Mans, France"

+"Iftm University, Moradabad-244001 U.P"

+"Ilmenau Technical University, P.O.Box 100565, 98684 Ilmenau, Germany"

+"Image Processing Center, Beihang University"

+"Image and Video Laboratory, Queensland University of Technology (QUT), Brisbane, QLD, Australia"

+"Image and Video Research Laboratory, Queensland University of Technology"

+"Imaging Science and Biomedical Engineering, The University of Manchester, UK"

+Imperial College London / Twente University

+"Imperial College London, On do"

+"Imperial College of Science, Technology and Medicine"

+"Imperial College, 180 Queens Gate"

+"Imperial College, South Kensington Campus, London SW7 2AZ, UK"

+In the Graduate College

+"Indian Institute of Informaiton Technology, Allahabad, India"

+"Indian Institute of Technology, Kharagpur"

+"Indian Institute of Technology, Madras"

+"Indian Institute of Technology, Madras, Chennai 600036, INDIA"

+Indraprastha Institute of Information Technology

+"Indraprastha Institute of Information Technology (Delhi, India"

+"Indraprastha Institute of Information Technology, Delhi"

+Informatics and Telematics Institute

+"Informatics and Telematics Institute, Centre for Research and Technology Hellas"

+"Informatics and Telematics Institute, Centre of Research and Technology - Hellas"

+"Information Engineering, P. O. Box 4500 FI-90014 University of Oulu, Finland"

+"Information Sciences Institute, USC, CA, USA"

+"Information Systems Design, Doshisha University, Kyoto, Japan"

+"Information Technology, Madras Institute of Technology, TamilNadu, India, email"

+"Information and Media Processing Research Laboratories, NEC Corporation"

+"Informatization Office, National University of Defense Technology, Changsha 410073, China"

+"Innopolis University, Kazan, Russia"

+"Inst. Neural Computation, University of California"

+"Institiude of Computer Science and Technology, Peking University"

+"Institute AIFB, Karlsruhe Institute of Technology, Germany"

+"Institute Polythechnic of Leiria, Portugal"

+Institute for Advanced Computer Studies

+"Institute for Advanced Computer Studies, University of Maryland, College Park, MD"

+Institute for Anthropomatics

+"Institute for Arts, Science and Technology"

+Institute for Computer Graphics and Vision

+"Institute for Computer Graphics and Vision, Graz University of Technology"

+"Institute for Disease Modeling, Intellectual Ventures Laboratory, Bellevue, WA 98004, United States"

+"Institute for Electronics, Signal Processing and Communications"

+"Institute for Genomic Statistic and Bioinformatics, University Hospital Bonn"

+Institute for Human-Machine Communication

+"Institute for Human-Machine Communication, Technische Universit at M unchen"

+"Institute for Human-Machine Communication, Technische Universit at M unchen, Germany"

+"Institute for Infocomm Research (I2R), A*STAR, Singapore"

+"Institute for Infocomm Research, A*STAR"

+"Institute for Infocomm Research, A*STAR, Singapore"

+"Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore"

+"Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore"

+"Institute for Infocomm Research, Singapore"

+Institute for Information Systems Engineering

+"Institute for Information Technology and Communications (IIKT), Otto-von-Guericke-University"

+"Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, China"

+"Institute for Medical Engineering Science, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA"

+Institute for Neural Computation

+"Institute for Neural Computation, University of California, San Diego"

+"Institute for Neural Computation, University of California, San Diego, La Jolla, CA"

+Institute for Numerical Mathematics

+"Institute for Pattern Recognition and Artificial Intelligence/ Huazhong University of Science and Technology, Wuhan"

+Institute for Robotics and Intelligent

+Institute for Robotics and Intelligent Systems

+"Institute for Robotics and Intelligent Systems, USC, CA, USA"

+"Institute for Robotics and Intelligent Systems, University of Southern California, CA, USA"

+"Institute for Studies in Fundamental Sciences (IPM), Tehran, Iran"

+Institute for Vision Systems Engineering

+"Institute for Vision and Graphics, University of Siegen, Germany"

+Institute for studies in theoretical Physics and Mathematics(IPM

+"Institute of Advanced Technology, Nanjing University of Posts and Telecommunications, Nanjing"

+"Institute of Anthropomatics, Karlsruhe Institute of Technology, Germany"

+Institute of Arti cial Intelligence and Cognitive Engineering

+"Institute of Arti cial Intelligence and Cognitive Engineering (ALICE), University of Groningen"

+Institute of Automatic Control Engineering (LSR

+"Institute of Automation, Chinese Academy of"

+"Institute of Automation, Chinese Academy of Sciences"

+"Institute of Automation, Chinese Academy of Sciences (CASIA"

+"Institute of Automation, Chinese Academy of Sciences, 100190, Beijing, P.R.C"

+"Institute of Automation, Chinese Academy of Sciences, Beijing 100080, China"

+"Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China"

+"Institute of Automation, Chinese Academy of Sciences, China"

+"Institute of Automation, Chinese Academy of Sciences; 2Miscrosoft Research Asian; 3Media School"

+"Institute of Biochemistry, University of Balochistan, Quetta"

+"Institute of Child Health, University College London, UK"

+"Institute of Chinese Payment System, Southwestern University of Finance and Economics, Chengdu 610074, China"

+"Institute of Cognitive Neuroscience, University College London, London WC1N 3AR, UK. 2Affective Brain"

+"Institute of Cognitive and Behavioural Neuroscience, SWPS University of Social"

+"Institute of Computer Science and Technology, Chongqing University of Posts and"

+"Institute of Computer Science, Foundation for Research and Technology - Hellas (FORTH), Crete, 73100, Greece"

+"Institute of Computing Technology, CAS"

+"Institute of Computing Technology, CAS, Beijing 100190, China"

+"Institute of Computing Technology, CAS, Beijing, 100190, China"

+"Institute of Computing Technology, Chinese Academy of Sciences"

+"Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China"

+"Institute of Computing Technology, Chinese Academy of Sciences, Beijing, 100190, China"

+"Institute of Computing, University of Campinas (Unicamp), Campinas, Brazil, e-mail: ander"

+"Institute of Data Science and Technology, Alibaba Group"

+Institute of Deep Learning

+"Institute of Deep Learning, Baidu Research"

+"Institute of Digital Media, Peking University, Beijing 100871, China"

+"Institute of Digital Media, Peking University, Beijing, 100871, China"

+"Institute of Electrical Measurement and Measurement Signal Processing, TU Graz, Austria"

+Institute of Electrical and Electronics Engineers

+Institute of Electrical and Electronics Engineers (IEEE). DOI

+"Institute of Engineering and Technology, Alwar, Rajasthan Technical University, Kota(Raj"

+"Institute of Experimental Biology of Polish Academy of Sciences, Warsaw, Poland"

+Institute of Graduate Studies and Research

+"Institute of Human Genetics, University Hospital Magdeburg, Magdeburg, Germany"

+"Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University"

+"Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University"

+"Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University, Shanghai, China"

+"Institute of Industrial Science, The University of Tokyo"

+Institute of Informatics - ISLA

+"Institute of Informatics,  Istanbul Technical University,  Istanbul, 34469, TURKEY"

+"Institute of Information Science, Academia Sinica, Taipei, Taiwan"

+"Institute of Information Science, Beijing Jiaotong University, Beijing 100044, P.R. China"

+Institute of Interdisciplinary Studies in Identity Sciences (IISIS

+"Institute of Media and Information Technology, Chiba University"

+"Institute of Mental Health, Peking University, P.R. China"

+"Institute of Neural Information Processing, Ulm University, Ulm, Germany"

+"Institute of Neuroscience, State Key Laboratory of Neuroscience, CAS Center for Excellence in Brain"

+Institute of Psychology and Behavioral Sciences

+"Institute of Psychology, Chinese"

+"Institute of Radioelectronics, Warsaw University of Technology, Warsaw, Poland"

+"Institute of Scienti c and Industrial Research, Osaka University, Ibaraki-shi 567-0047, Japan"

+"Institute of Software, Chinese Academy of Sciences, Beijing 100190, China"

+"Institute of Systems Engineering, Southeast University, Nanjing, China"

+"Institute of Systems and Robotics - University of Coimbra, Portugal"

+"Institute of Systems and Robotics, University of Coimbra, Portugal"

+Institute of control science and engineering

+"Institute ofInformation Science, Academia Sinica, Taipei, Taiwan"

+"Integrated Research Center, Universit`a Campus Bio-Medico di Roma"

+"Intel Lab, 2200 Mission College Blvd, Santa Clara, CA 95054, USA"

+Intelligence Computing Research Center

+"Intelligent Autonomous Systems (IAS), Technical University of Munich, Garching"

+"Intelligent Information Engineering and Science, Doshisha University, Kyoto, Japan"

+"Intelligent Recognition and Image Processing Lab, Beihang University, Beijing"

+"Intelligent Systems Group, University of Groningen, The Netherlands"

+"Intelligent Systems Group, Utrecht University, Padualaan 14, 3508 TB, Utrecht"

+"Intelligent Systems Lab Amsterdam, University of Amsterdam"

+"Intelligent Systems Lab Amsterdam, University of Amsterdam, The Netherlands"

+"Intelligent Systems Laboratory, Halmstad University, Halmstad, Sweden"

+"Intelligent User Interfaces Lab, Ko c University, Turkey"

+Interactive and Digital Media Institute

+"Interactive and Digital Media Institute, National University of Singapore, SG"

+"Interdisciplinary Program in Visual Information Processing, Korea University, Seoul, Korea"

+"Interdisciplinary Program of Bioengineering, Seoul National University, Seoul 03080, Korea"

+"International Islamic University, Islamabad 44000, Pakistan"

+Islamic Azad University of AHAR

+"Islamic Azad University, Gonabad, Iran"

+"Islamic Azad University, Mashhad Branch, Mashhad, Iran"

+"Islamic Azad University, Qazvin, Iran"

+"Islamic Azad University, Shahrood, Iran"

+"IslamicAzad University, Qazvin, Iran"

+IstanbulTechnicalUniversity

+"J. P. College of Engineering, India"

+"JDL, Institute of Computing Technology, CAS, P.O. Box 2704, Beijing, China"

+"Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, United"

+"Japan, 2 Center for Special Needs Education, Nara University of Education, Nara-shi, Nara"

+"Jawaharlal Technological University, Anantapur"

+"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA"

+"Jilin University, Changchun 130012, China"

+"Johns Hopkins University, 3400 N. Charles St, Baltimore, MD 21218, USA"

+"Johns Hopkins University, 3400 N. Charles Street, Baltimore, MD 21218, USA"

+"Johns Hopkins University, Center for Speech and Language Processing"

+K S Rangasamy College of Technology

+K. N. Toosi University of

+"K.S.R. College Of Engineering, Tiruchengode, India"

+"K.S.Rangasamy College of Technology, Namakkal, TamilNadu, India"

+"KAUST1, University of Amsterdam2, Qualcomm Technologies, Inc"

+KIT   University of the State of Baden-W rttemberg and National Laboratory of the Helmholtz Association

+"KTH   Royal Institute of Technology, CVAP Lab, Stockholm, Sweden"

+"KTH, Royal Institute of Technology"

+"KU Phonetics and Psycholinguistics Lab, University of Kansas"

+"Katholieke Universiteit Leuven, ESAT/VISICS"

+"Key Lab of Intelligent Information Processing of Chinese Academy of Sciences (CAS), Institute of"

+"Key Lab of Intelligent Information Processing, Institute of Computing Technology"

+"Key Lab. of Machine Perception, School of EECS, Peking University"

+"Key Lab. of Machine Perception, School of EECS, Peking University, China"

+"Key Laboratory of Behavior Sciences, Institute of Psychology"

+"Key Laboratory of Computer Network and Information Integration of Ministry of Education, Southeast University, Nanjing"

+"Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China"

+"Key Laboratory of Machine Perception (MOE), School of EECS, Peking University"

+"Key Laboratory of Machine Perception, Peking University, Beijing"

+"Key Laboratory of Pervasive Computing (Tsinghua University), Ministry of Education"

+"Key Laboratory of Transient Optics and Photonics, Xi an Institute of Optics and Precision Mechanics, Chi"

+Khulna University of Engineering and Technology

+"King Saud University, KSA"

+"King Saud University, P.O. Box 51178, Riyadh 11543, Saudi Arabia"

+"Kingston University London, University of Westminster London"

+"Kitware, Inc"

+"Kobe University, NICT and University of Siegen"

+"Kodak Research Laboratories, Rochester, NY"

+"Kodak Research Laboratories, Rochester, New York"

+"Kong Polytechnic University, Kowloon, Hong Kong"

+Korea Advanced Institute of Science and Technology (KAIST

+"Korea Electronics Technology Institute, 203-103 B/D 192, Yakdae-Dong"

+"Korea Electronics Technology Institute, Jeonju-si, Jeollabuk-do 561-844, Rep"

+"Korea Electronics Technology Institute, Jeonju-si, Jeollabuk-do 561-844, Rep. of"

+"Korea University, Seoul 136-713, Korea"

+"Korean Research Institute of Standards and Science (KRISS), Korea"

+"Kulhare, Sourabh, ""Deep Learning for Semantic Video Understanding"" (2017). Thesis. Rochester Institute of Technology. Accessed"

+"Kumamoto University, 2-39-1 Kurokami, Kumamoto shi"

+"Kurukshetra University, Kurukshetra-136 119, Haryana, INDIA"

+"Kwangwoon University, 447-1 Wolge-dong, Nowon-Gu, Seoul 139-701, Korea"

+Kyung Hee University   South of Korea

+"Kyung Hee University, Yongin, Rep. of Korea"

+"L3S Research Center, Hannover, Germany"

+"LCSEE, West Virginia University"

+"LIACS Media Lab, Leiden University, The Netherlands"

+"LIP6, UPMC - Sorbonne University, Paris, France"

+"LITIS EA 4108-QuantIF Team, University of Rouen, 22 Boulevard Gambetta, 76183 Rouen Cedex, France"

+"LIUM Laboratory, Le Mans, France, 2 Idiap Research Institute, Martigny, Switzerland"

+"Lab of Science and Technology, Southeast University, Nanjing 210096, China"

+"Lab, University College London, London WC1H 0AP, UK. 3Clinical"

+"Laboratory for Human Brain Dynamics, RIKEN Brain Science Institute (BSI), 2-1 Hirosawa, Wakoshi, Saitama, 351-0198, Japan"

+"Laboratory, University of Houston, Houston, TX, USA"

+Language Technologies Institute

+"Language Technologies Institute, Carnegie Mellon University, PA, USA"

+"Language Technologies Institute, School of Computer Science"

+"Language Technology Institute, Carnegie Mellon University, Pittsburgh, PA, USA"

+"Language and Brain Lab, Simon Fraser University, Canada"

+"Learning Systems Group, California Institute of Technology"

+"Lecturer, Amity school of Engineering and Technology, Amity University, Haryana, India"

+"Leiden Institute of Advanced Computer Science, Leiden University, The Netherlands"

+"Leiden, the Netherlands, 3 Delft University of Technology"

+"Lille 1 University, France"

+"Link oping University, Computer Vision Laboratory"

+"Link oping University, SE-581 83 Link oping, Sweden"

+Link to publication from Aalborg University

+Link to publication in University of Groningen/UMCG research database

+Link to publication record in Queen's University Belfast Research Portal

+"Lister Hill National Center for Biomedical Communications, National Library of Medicine, National Institutes of Health"

+"Lomonosov Moscow State University, 2Video Analysis Technologies, LLC"

+"Lotus Hill Institute for Computer Vision and Information Science, 436000, China"

+"Lund University, Cognimatics AB"

+M. Mark Everingham University of Leeds

+"M.H Saboo Siddik College of Engineering, University of Mumbai, India"

+"M.P.M. College, Bhopal, India"

+"M.S. (University of California, Berkeley"

+M.S. Brunel University of West London

+M.S. University of Central Florida

+"M.Tech Scholar, MES College of Engineering, Kuttippuram"

+"M.Tech Student, Mount Zion College of Engineering, Pathanamthitta, Kerala, India"

+"M.Tech Student, SSG Engineering College, Odisha, India"

+"M.Tech, Information Technology, Madras Institute of Technology, TamilNadu, India"

+"M.Tech, Sri Sunflower College of Engineering and Technology, Lankapalli"

+"MATS University, MATS School of Engineering and Technology, Arang, Raipur, India"

+"MCA Student, Sri Manakula Vinayagar Engineering College, Pondicherry"

+"MES College of Engineering, Kuttippuram"

+MICC - University of Florence

+"MICC, University of Florence"

+"MIRACL-FS, University of Sfax"

+"MIRACL-FSEG, University of Sfax"

+"MISC Laboratory, Constantine 2 University, Constantine, Algeria"

+"MIT, McGovern Institute, Center for Brains, Minds and Machines"

+MITSUBISHI ELECTRIC RESEARCH LABORATORIES

+"MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff"

+"MRC Laboratory For Molecular Cell Biology, University College London"

+"MTech Student 1, 2, Disha Institute of"

+"Machine Intelligence Group, School of Computer Science, Indian Institute of Information Technology and"

+"Machine Intelligence Lab (MIL), Cambridge University"

+"Machine Intelligence Laboratory, College of Computer Science, Sichuan University"

+"Machine Perception Laboratory, University of California, San Diego"

+"Machine Vision Group, P.O. Box 4500, FI-90014, University of Oulu, Finland"

+"Machine Vision Lab, Faculty of Environment and Technology, University of the West of England"

+"Mackenzie Presbyterian University, S o Paulo, S o Paulo, Brazil"

+"Madanapalle Institute of Technology and Science, Madanapalle, Andhra Pradesh"

+Mahatma Gandhi Institute of Technology

+Malaviya National Institute of Technology

+"Mancha, Spain, Imperial College, London, UK"

+"Mangalore Institute of Engineering and Technology, Badaga"

+Mans eld College

+"Marine Institute, via Torre Bianca, 98164 Messina Italy"

+Massachusettes Institute of Technology

+Massachusetts Institute of Technology Rapporteur

+"Massachusetts Institute of Technology, 2Facebook Applied Machine Learning, 3Dartmouth College"

+"Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA"

+Max Planck Institute f ur biologische Kybernetik

+"Max Planck Institute for Biological Cybernetics, Spemannstr. 38, 72076 T bingen, Germany"

+"Max Planck Institute for Informatics, Saarbr ucken, Germany"

+"Max Planck Institute for Informatics, Saarbr ucken, Germany (MPI-INF.MPG.DE"

+"Medical Image Analysis Lab, School of Computing Science, Simon Fraser University, Canada"

+"Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular"

+"Medical School, University of Ioannina, Ioannina, Greece"

+"Menara, 1008 Tunis; 2University of Tunis El-Manar, Tunis with expertise in Mechanic, Optics, Biophysics, Conference Master"

+"Metron, Inc"

+"Michigan State University, 3115 Engineering Building"

+"Michigan State University, East Lansing, MI 48824, U.S.A"

+"Michigan State University, East Lansing, MI, U.S.A"

+"Michigan State University, NEC Laboratories America"

+"Microsystems Design Lab, The Pennsylvania State University"

+"Middlesex University London, 4International Hellenic University"

+Mihaylo College of Business and Economics

+"Minia University, Egypt"

+Ministry of Higher Education and Scientific Research / The University of Mustsnsiriyah/Baghdad IRAQ

+Mitsubishi Electric Research Laboratory

+Mitsubishi Electric Research Labs (MERL

+"Mitsubishi Electric Research Labs (MERL), Cambridge, MA, USA"

+Mme Tinne Tuytelaars Katholieke Universiteit Leuven

+"Montefiore Institute, University of Li ge, 4000 Li ge, Belgium"

+"Montreal Institute for Learning Algorithms, Universit e de Montr eal"

+Moradabad Institute of Technology

+"Moscow Institute of Physics and Technology, Institutskiy per., 9, Dolgoprudny, 141701, Russia"

+"Moscow State University, dept. of Computational Mathematics and Cybernetics"

+"Most of the earlier studies mentioned above, including ours"

+"Motorola China Research Center, Shanghai, 210000, P.R.China"

+"Motorola, Inc"

+"Much is known on how facial expressions of emotion are produced, including which individual muscles are most active in"

+Multimedia Laboratory at The Chinese University of Hong Kong

+"Multimedia Laboratory, The Chinese University of Hong Kong, Hong Kong"

+"Multimedia University (MMU), Cyberjaya, Malaysia"

+"Multimodal Computing and Interaction, Saarland University, Germany"

+"Myongji University, Yongin, 449-728 South"

+"NEC Laboratories America, Inc"

+"NEC Laboratories America, Inc., Cupertino, CA"

+"NICTA , Queensland Research Laboratory, QLD, Australia"

+"NICTA, and Australian National University"

+NSS College of Engineering

+"Nagoya Institute of Technology, Gokiso, Showa-ku, Nagoya, 466-8555 Japan"

+"Najafabad Branch, Islamic Azad University"

+Nam k Kemal University

+"Nam k Kemal University, Tekirda g, Turkey"

+"Nanjing University of Information Science and Technology, Nanjing, 210044, China"

+Nanjing University of Science and

+"Nanjing, 210023, China, 4 School of Computer Science and Technology, Nanjing University of Posts and"

+"Nanjing, 210094, China, 3 School of Automation, Nanjing University of Posts and Telecommunications"

+"Nanyang Technological University, 2University of California San Diego"

+"Narayana Pharmacy College, Nellore, India"

+"National Cheng Kung University, Tainan, Taiwan, R.O.C"

+"National Cheng Kung University, Tainan, Taiwan, ROC"

+"National Chung Cheng University, Chiayi, Taiwan, R.O.C"

+"National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China"

+National Institute of Advanced Industrial

+National Institute of Advanced Industrial Science and Technology (AIST

+"National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba 305-8560, Japan"

+National Institute of Development Administration

+National Institute of Informatics

+"National Institute of Informatics, Japan"

+"National Institute of Informatics, Tokyo, Japan"

+"National Institute of Optics, National Research Council, Arnesano, LE, Italy"

+"National Institute of Technology, Toyota College, Japan"

+"National Kaohsiung University of Applied Sciences, Kaohsiung, Kaohsiung, Taiwan, ROC"

+"National Key Laboratory for Novel Software Technology, Nanjing University, China"

+"National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093, China"

+"National Lab of Pattern Recognition, Institute of Automation"

+"National Laboratory of Pattern Recognition (NLPR), Institute of Automation"

+"National Laboratory of Pattern Recognition, Institute of Automation"

+"National Laboratory of Pattern Recognition, Institute of Automation, CAS, Beijing 100190, P. R. China"

+"National Laboratory of Pattern Recognition, Institute of Automation, CAS, Beijing, 100190, China"

+"National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of"

+"National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences"

+"National Laboratory on Machine Perception, Peking University, Beijing, P.R. China"

+"National Research Council of Italy, Institute for Microelectronics and Microsystems, Lecce"

+"National Research University Higher School of Economics, Nizhny Novgorod, Russian"

+"National Taichung University of Science and Technology, Taichung, Taiwan, R.O.C"

+National Taiwan University of Science and

+"National Tsing Hua University, Hsin-Chu, Taiwan"

+"National Tsing-Hua University, Hsin-Chu, Taiwan"

+"National University of Computer and Emerging Sciences (NUCES-FAST), Islamabad, Pakistan"

+"National University of Singapore Research Institute, Suzhou, China"

+"National University of Singapore, 2Shanghai Jiao Tong University"

+"Netherlands, Utrecht University, Utrecht, The Netherlands"

+"Neuroscience, Icahn School of Medicine at Mount Sinai, Friedman Brain Institute, New York, NY, United States"

+"New York University Shanghai, 1555 Century Ave, Pudong"

+No Institute Given

+Nokia Bell Labs and University of Oxford

+"Nokia Research Center, Tampere, Finland"

+North Carolina AandT State University

+"North China University of Technology, Beijing 100144 CHINA"

+"North Dakota State University, Fargo, ND58105, USA"

+Northeastern University 2Microsoft Research 3City University of New York

+"Northumbria University, Newcastle Upon-Tyne NE21XE, UK"

+Northwestern University) to T.E. We thank Vincent De Gardelle for helpful comments on an earlier version of

+Nqtional Institute of Standards and Technology

+"Numediart Institute, University of Mons"

+Odaiyappa College of

+Opus College of Engineering

+"Other uses, including reproduction and distribution, or selling or"

+"P A College of Engineering, Nadupadavu"

+"P. O. Box 4500 FI-90014 University of Oulu, Finland"

+"P. O. Box 4500 Fin-90014 University of Oulu, Finland"

+"P.A. College of Engnineering, Mangalore"

+"P.G. Student, SRV Engineering College, sembodai, India"

+"P.S.R Engineering College, Sivakasi, Tamilnadu, India"

+"PES Institute of Technology, Bangalore, Karnataka, India"

+PES Modern College of Engg

+"PG Scholar, Dr.Pauls Engineering College, Villupuram District, Tamilnadu, India"

+"PG Scholar, Hindusthan College of Engineering and Technology, Coimbatore, India"

+"PG scholar, Communication Systems, Adhiyamaan College of Engineeing, Hosur, (India"

+"PSGR Krishnammal College for Women, Coimbatore"

+Palo Alto Research Center (PARC

+"PanimalarInstitute of Technology, Tamilnadu, India"

+"Paran a Federal University, Curitiba, Brazil"

+"Pathological anxiety is associated with disrupted cognitive processing, including working memory and"

+"Pattern Recognition Group, University of Siegen"

+"Pattern Recognition and Bio-informatics Laboratory, Delft University of Technology, THE NETHERLANDS"

+"Pattern Recognition and Bioinformatics Group, Delft University of Technology"

+"Pattern Recognition and Bioinformatics Group, Delft University of Technology, The Netherlands"

+"Ph.D Research Scholar, Karpagam University, Coimbatore, Tamil Nadu, India"

+"Ph.D student Zaid Shhedi, Doctoral School of Automatic Control and Computers, University"

+"Polytechnic Institute of NYU, NY, USA"

+Polytechnic University of Bucharest

+"Polytechnic University of Milan, Milan, 20156, Italy, 3 Applied Electronics"

+"Pompeu Fabra University, Spain"

+"Ponti cal Catholic University of Rio de Janeiro, Brazil"

+"Principal, Chaithanya Institute of Engineering and Technology, Kakinada, AP, India"

+"Principal, JNTUH College of Engineering, jagitial, Karimnagar, AP, India"

+"Priyadarshini College of Engg, Nagpur, India"

+"Program of Computational Science and Engineering, Bo gazi ci University"

+"Proto Labs, Inc"

+Psychiatry at the University of Pittsburgh

+"Psychology and Educational Sciences, Open University of the Netherlands, Valkenburgerweg"

+"Psychology and Psychiatry, University of Pittsburgh, USA"

+"Psychology, American University"

+"Psychology, University of Illinois, Beckman Institute, Urbana-Champaign, Illinois 61801, University of"

+"Psychonomic Society, Inc"

+"Psychopharmacology Unit, Educational and Health Psychology, University College"

+"Public University of Navarra, Spain"

+"Publication details, including instructions for authors and subscription"

+"Publication details, including instructions for authors and subscription information"

+Purdue Institute for Integrative Neuroscience

+"Pursuing M.Tech, Caarmel Engineering College, MG University, Kerala, India"

+"QCIS Centre, FEIT, University of Technology, Sydney, NSW 2007, Australia"

+"QCIS, University of Technology Sydney, Sydney, Australia"

+"QCIS, University of Technology, Sydney"

+"Qihoo 360 AI Institute, Beijing, China"

+"Quanti ed Employee unit, Finnish Institute of Occupational Health"

+"Quantitative Employee unit, Finnish Institute of Occupational Health"

+"Queen Mary College, London"

+"Queen Mary, University of London"

+"Queen Mary, University of London, E1 4NS, UK"

+"Queen Mary, University of London, London E1 4NS, UK"

+Queen s University Belfast

+Queen's University Belfast - Research Portal

+"Queensland Micro- and Nanotechnology Centre and Grif th School of Engineering, Grif th University"

+"R. Campellone, 3210 Tolman Hall, University of California, Berkeley"

+"R.C.Patel Institute of Technology, Shirpur, Dist.Dhule.Maharashtra, India"

+"RCC Institute of Information Technology, Kolkata, India"

+"RGPV University, Indore"

+"RIEB, Kobe University, Kobe, 657-8501, Japan"

+"RTM Nagpur University, Campus Nagpur, (MS)-India"

+"RTMNU Nagpur University, India"

+"Rayalaseema University Kurnool, Andhra Pradesh"

+"Recanati Genetic Institute, Rabin Medical Center and Schneider Children s Medical Center, Petah Tikva, Israel"

+"Recognition, Institute of Automation"

+"Recognition, Institute of Automation, Chinese Academy of Sciences"

+"Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China"

+"Rensselaer Polytechnic Institute, 110 Eighth Street, Troy, NY 12180 USA"

+Research Center  E. Piaggio

+"Research Center  E. Piaggio , University of Pisa, Pisa, Italy, 2 Faculty of Psychology, University of Florence, Florence, Italy"

+"Research Center CENTIA, Electronics and Mechatronics"

+Research Center and Laboratoire

+Research Center for Information

+"Research Center for Information Technology Innovation, Academia Sinica"

+"Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan"

+"Research Center for Intelligent Security Technology, CIGIT"

+"Research Center for Learning Science, Southeast University, China"

+"Research Center for Learning Science, Southeast University, Nanjing 210096, China"

+"Research Center for Learning Science, Southeast University, Nanjing, China"

+"Research Center in Information Technologies, Universit e de Mons, Belgium"

+"Research Groups on Intelligent Machines, University of Sfax, Sfax 3038, Tunisia"

+"Research Institute of Child Development and Education, University of Amsterdam, Utrecht, The"

+"Research Institute of Shenzhen, Wuhan University, Shenzhen, China"

+"Research Institute, 138 Gajeongno, Yuseong-gu, Daejeon, 305-700, Republic of Korea"

+"Research Reports of CMP, Czech Technical University in Prague, No"

+"Research Scholar (M.Tech, IT), Institute of Engineering and Technology"

+"Research Scholar, CGC Group of Colleges, Gharuan, Punjab, India"

+"Research Scholar, PSGR Krishnammal College for Women, Coimbatore"

+"Research School of Computer Science, The Australian National University, ACT 2601, Australia"

+"Research School of Engineering, The Australian National University, ACT 2601, Australia"

+"Rm 1365, Stanford University, 401 Quarry Road, Stanford, CA"

+"Robotics Institute, Carnegie Mellon University"

+"Robotics Institute, Carnegie Mellon University 3University of Pittsburgh, USA"

+"Robotics Institute, Carnegie Mellon University, Pittsburgh PA"

+"Robotics Institute, Carnegie Mellon University, Pittsburgh, PA"

+"Robotics Institute, Carnegie Mellon University, Pittsburgh, PA, 15213. USA"

+"Robotics Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania"

+"Robotics Institute, Carnegie Mellon University, USA"

+"RoboticsResearchGroup, UniversityofOxford, Oxford, UK"

+"Rochester Human-Computer Interaction (ROC HCI), University of Rochester, NY"

+"Rochester Institute of Technology - 83 Lomb Memorial Drive, Rochester, NY USA"

+"Rochester Institute of Technology, Rochester, NY"

+"Ross School of Business, University of Michigan, Ann Arbor, MI, USA"

+Rowland Institute at Harvard

+"Rowland Institute at Harvard, Cambridge, MA 02142, USA"

+"Rutgers University, Computer and Information Sciences, 110 Frelinghuysen Road, Piscataway, NJ"

+"Rutgers, The State University of New Jersey"

+"Rutgers, The State University of New Jersey, 508 CoRE, 94 Brett Rd, Piscataway, NJ"

+"Rutgers, The State University of New Jersey, 723 CoRE, 94 Brett Rd, Piscataway, NJ"

+"Rutgers, The State University of New Jersey, Piscataway, NJ"

+"S J B Institute of Technology, Bangalore, Karnataka, India"

+"S.R.C.E.M, Banmore, RGPV, University, Bhopal, Madhya Pradesh, India"

+SAMSI and Duke University

+"SBK Women s University, Quetta, Balochistan"

+"SICE, Beijing University of Posts and Telecommunications. 2Center for Imaging Science, Johns Hopkins University"

+"SRI International, Menlo Park California / *Brooklyn College, Brooklyn New York"

+"SRM University, Kattankulathur, Chennai-603 203, Tamilnadu, India"

+"SRV Engineering College, sembodai, india"

+"SSESA, Science College, Congress Nagar, Nagpur, (MS)-India"

+"SSN College of Engineering, Chennai, India"

+"SSN College of Engineering, Kalavakkam, Tamil Nadu, India"

+STANBUL TECHNICAL UNIVERSITY   INSTITUTE OF SCIENCE AND TECHNOLOGY

+SUS college of Engineering and Technology

+Sabanc  University

+"Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel"

+"Salgado de Oliveira University, Brazil"

+Samsung Advanced Institute of Technology

+"Samsung Advanced Institute of Technology (SAIT),  KAIST"

+"Samsung RandD Institute America - Dallas, 1301 East Lookout Drive, Richardson, TX 75082, USA"

+Sanghvi Institute of Management and Science

+"Sapienza University of Rome, Italy"

+Sarhad University of Science and Information Technology

+"Sathyabama University Old Mamallapuram Road, Chennai, India"

+"Sathyabama University, Chennai, India"

+"Savitri Bai Phule Pune University, Maharashtra India"

+Savitribai Phule Pune University

+"School of Applied Statistics, National Institute of Development Administration, Bangkok, Thailand"

+"School of Automation Engineering, University of Electronic Science and Technology of China, No. 2006, Xiyuan Ave"

+"School of Automation, Beijing University of Posts and Telecommunications, Beijing 100876, China"

+"School of Behavioral and Brain Sciences, The University of Texas at Dallas, USA"

+"School of Business, Aalto University, Finland"

+"School of Comm. and Info. Engineering, Beijing University of Posts and Telecom., Beijing China"

+"School of Communication Engineering, Hangzhou Dianzi University, Xiasha Higher Education Zone"

+"School of Computer Engineering, Nanyang Technological University, Singapore"

+"School of Computer Engineering, Sejong University, Seoul, Korea"

+"School of Computer Engineering, Shahrood University of Technology, Shahrood, IRAN"

+"School of Computer Information Engineering, Jiangxi Normal University, Nanchang, China"

+"School of Computer Science and Engineering, Nanjing University of Science and Technology"

+"School of Computer Science and Engineering, Nanyang Technological University, Singapore"

+"School of Computer Science and Engineering, Sichuan University, China"

+"School of Computer Science and Engineering, South China University of Technology"

+"School of Computer Science and Engineering, South China University of Technology, Guangzhou 510006, China"

+"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"

+"School of Computer Science and Engineering, Southeast University, Nanjing 210096, China"

+"School of Computer Science and Engineering, Southeast University, Nanjing 211189, China"

+"School of Computer Science and Engineering, Water Resources University, Hanoi 10000, Vietnam"

+"School of Computer Science and Information Systems, Birkbeck College, University of London"

+"School of Computer Science and Software Engineering, Shenzhen University"

+"School of Computer Science and Software Engineering, Shenzhen University, Nanhai Ave 3688, Shenzhen"

+"School of Computer Science and Technology, Harbin Institute of"

+"School of Computer Science and Technology, Harbin Institute of Technology, China"

+"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"

+"School of Computer Science and Technology, Nanjing University of Science and Technology, China"

+"School of Computer Science and Technology, Shandong Institute of Business and Technology"

+"School of Computer Science and Technology, Shandong University"

+"School of Computer Science and Technology, Tianjin University"

+"School of Computer Science and Technology, Tianjin University, 300072 Tianjin, China"

+"School of Computer Science and Technology, Tianjin University, China"

+"School of Computer Science and Technology, Tianjin University, Tianjin 300072, China"

+"School of Computer Science and Technology, Tianjin University, Tianjin, China"

+"School of Computer Science and Technology, University of Science and Technology of China"

+"School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou 310023, China"

+"School of Computer Science, CECS, Australian National University, Australia"

+"School of Computer Science, Carnegie Mellon University, 15213, USA"

+"School of Computer Science, Carnegie Mellon University, PA 15213, USA"

+"School of Computer Science, Carnegie Mellon University, PA, USA"

+"School of Computer Science, Carnegie Mellon University, Pittsburgh, PA 15213, USA"

+"School of Computer Science, Carnegie Mellon University, Pittsburgh, USA"

+"School of Computer Science, Carnegie Mellon University, USA"

+"School of Computer Science, Fudan University, Shanghai 200433, China"

+"School of Computer Science, Fudan University, Shanghai, 200433, China"

+"School of Computer Science, Fudan University, Shanghai, China"

+"School of Computer Science, Nanjing University of Science and Technology"

+"School of Computer Science, Northwestern Polytechnical University, China"

+"School of Computer Science, Northwestern Polytechnical University, P.R.China"

+"School of Computer Science, Northwestern Polytechnical University, Xi an China"

+"School of Computer Science, Sichuan University, Chengdu, China"

+"School of Computer Science, South China Normal University, China"

+"School of Computer Science, The University of Adelaide, Australia"

+"School of Computer Science, The University of Manchester"

+"School of Computer Science, The University of Nottingham"

+"School of Computer Science, Tianjin University"

+"School of Computer Science, University of Adelaide, Australia"

+"School of Computer Science, University of Birmingham, UK"

+"School of Computer Science, University of Lincoln, U.K"

+"School of Computer Science, University of Lincoln, United Kingdom"

+"School of Computer Science, University of Nottingham"

+"School of Computer Science, University of Windsor, Windsor, ON, Canada N9B 3P"

+"School of Computer Science, Wuhan University, P.R. China"

+"School of Computer Science, Wuyi University, Jiangmen 529020, China"

+"School of Computer Software, Tianjin University, 300072 Tianjin, China"

+"School of Computer and Communication Engineering, University of Science and Technology Beijing, 100083 Beijing, China"

+"School of Computer and Information Engineering, Nanyang Institute of Technology, Henan, Nanyang, 473000, P.R"

+"School of Computer and Information Science, Chongqing Normal University 401331, China"

+"School of Computer and Information, Hefei University of Technology, China"

+"School of Computer and Information, Hefei University of Technology, Hefei"

+"School of Computer, Beijing Institute of Technology, Beijing, China"

+"School of Computing Science, Simon Fraser University, Burnaby, B.C., Canada"

+"School of Computing Science, Simon Fraser University, Burnaby, B.C., Canada; E-Mail"

+"School of Computing Science, Simon Fraser University, Canada"

+"School of Computing Sciences, University of East Anglia, Norwich, UK"

+"School of Computing and Communications   University of Technology, Sydney"

+"School of Computing and Communications Infolab21, Lancaster University, Lancaster LA1 4WA, UK"

+"School of Computing and Communications, University of Technology Sydney, Sydney, Australia"

+"School of Computing and Info. Sciences, Florida International University"

+"School of Computing, National University of Singapore, SG"

+"School of Computing, National University of Singapore, Singapore"

+"School of Computing, Staffordshire University"

+"School of Control Science and Engineering, Shandong University, Jinan 250061, China"

+"School of Data Science, Fudan University, China"

+"School of Data and Computer Science, Sun Yat-Sen University, China"

+"School of Data and Computer Science, Sun Yat-sen University"

+"School of Data and Computer Science, Sun Yat-sen University, P.R.China"

+"School of Data of Computer Science, Sun Yat-sen University, P.R. China"

+"School of E.C.E., National Technical University of Athens, 15773 Athens, Greece"

+"School of EECS, Queen Mary University of London"

+"School of EECS, Queen Mary University of London, UK"

+"School of EEE, Nanyang Technological University, Singapore"

+"School of Electrical Engineering and Automation, Harbin Institute of Technology"

+"School of Electrical Engineering and Computer Science, Peking University"

+"School of Electrical Engineering, Iran University of Science and Technology, Tehran, Iran"

+"School of Electrical and Computer Engineering, Cornell University"

+"School of Electrical and Computer Engineering, RMIT University"

+"School of Electrical and Computer Engineering, RMIT University, Melbourne, Australia"

+"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"

+"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore. 2Advanced Digital Sciences Center, Singapore"

+"School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia, 2 Sydney Medical"

+"School of Electrical and Information Engineering, Xi an Jiaotong University, Xi an, China"

+"School of Electrical, Computer and Energy Engineering, Arizona State University"

+"School of Electromechanical Engineering, Guangdong University of Technology, 510006 Guangzhou, China"

+"School of Electronic Engineering and Computer Science, Peking University, 100871, China"

+"School of Electronic and Computer Engineering, Peking University"

+"School of Electronic and Information Engineering, Beihang University, Beijing, 100191, China"

+"School of Electronic and Information Engineering, South China University of Technology"

+"School of Electronic and Information Engineering, Tongji University, Shanghai, China"

+"School of Electronics Engineering and Computer Science, Peking University"

+"School of Electronics and Computer Engineering, Peking University"

+"School of Electronics and Information Engineering, Tongji University, Caoan Road 4800, Shanghai"

+"School of Electronics and Information, Northwestern Polytechnical University, China"

+"School of Engineering, Taylor s University"

+"School of Engineering, University of Guelph"

+"School of Engineering, University of Portsmouth, United Kingdom"

+"School of Financial Information Engineering, Southwestern University of Finance and Economics, Chengdu"

+"School of Games, Hongik University, Seoul, Korea"

+"School of ICE, Beijing University of Posts and Telecommunications, Beijing, China"

+"School of Info. and Commu. Engineering, Beijing University of Posts and Telecommunications"

+"School of Informatics, University of Edinburgh, UK"

+"School of Information Engineering, Guangdong Medical College, Song Shan Hu"

+"School of Information Engineering, Guangdong University of Technology, 510006 Guangzhou, China"

+"School of Information Engineering, Nanchang University, China"

+"School of Information Science and Engineering, Central South University, Changsha"

+"School of Information Science and Engineering, Southeast University, Nanjing, China"

+"School of Information Science and Technology, Donghua University, Shanghai 200051, China"

+"School of Information Science and Technology, Northwestern University, Xi an710127, Shanxi, China"

+"School of Information Science and Technology, ShanghaiTech University, Shanghai, 200031, China"

+"School of Information Science and Technology, Sun Yat-sen University, China"

+"School of Information Systems, Singapore Management University, Singapore"

+"School of Information Technology and Electrical Engineering, The University of Queensland"

+"School of Information Technology and Engineering, University of Ottawa, Ontario, Canada"

+"School of Information Technology and Management, University of International"

+"School of Information and Control Engineering, Nanjing University of Information Science and Technology, Nanjing, 210044, China"

+"School of Internet of Things Engineering, Jiangnan University, Wuxi 214122, China"

+"School of IoT Engineering, Jiangnan University, Wuxi 214122, China"

+"School of IoT Engineering, Jiangnan University, Wuxi, 214122, China"

+"School of Management Engineering, Henan Institute of Engineering, Zhengzhou 451191, P.R. China"

+"School of Mathematical Science, Dalian University of Technology, Dalian, China"

+"School of Mathematical Science, Peking University, China"

+"School of Mathematical Sciences, Dalian University of Technology, Linggong Rd. 2, Dalian"

+"School of Mathematical Sciences, Monash University, VIC 3800, Australia"

+"School of Mathematics and Computational Science, Sun Yat-sen University, China"

+"School of Mathematics and Computer Science, Northeastern State University, Tahlequah, OK 74464, USA"

+"School of Mathematics and Statistics, Xi an Jiaotong University, P. R. China"

+"School of Mathematics and Statistics, Xi an Jiaotong University, Xi an, China"

+"School of Mechanical Engineering, Southwest Jiaotong University, Chengdu 610031, China"

+"School of Medicine, Shenzhen University, Shenzhen 518060, China"

+"School of Optics and Electronics, Beijing Institute of Technology, Beijing"

+"School of Physics and Engineering, Sun Yat-Sen University, Guangzhou, China, 2 School of Information"

+"School of Psychology, Cardiff University, Cardiff, CF10 3AT, UK"

+"School of Psychology, Cardiff University, Cardiff, United Kingdom, College of"

+"School of Psychology, The University of New South Wales, Sydney, Australia, 2 School of Psychology"

+"School of Psychology, University of Auckland, Auckland, New Zealand"

+"School of Psychology, University of Central Lancashire"

+"School of Software, Dalian University of Technology, Dalian 116621, China"

+"School of Software, Dalian University of Technology, Tuqiang St. 321, Dalian 116620, China"

+"School of Software, Sun Yat-sen University, China"

+"School of Software, Tianjin University"

+"School of Software, Tsinghua University, Beijing 100084, China"

+"Schreiber Building, room 103, Tel Aviv University, P.O.B. 39040, Ramat Aviv, Tel Aviv"

+"Science and Intelligence Technology, Shanghai Institutes for Biological Sciences, CAS"

+"Science and Technology, Sun Yat-Sen University, Guangzhou, China, 3 SYSU-CMU Shunde International"

+Science and the Robotics Institute at Carnegie Mellon University. This study was supported in part

+"Scienti c Visualization and Computer Graphics, University of Groningen, Nijenborgh 9, Groningen, The Netherlands"

+"Seattle Paci c University, Seattle, WA 98119-1957, USA"

+"Section of Pathology, Second University of Naples, Via L. Armanni"

+"Sejong University, 98 Gunja, Gwangjin, Seoul 143-747, Korea"

+"Sejong University, 98 Kunja-Dong, Kwangjin-Gu, Seoul, Korea"

+"Sendai National College of Technology, Natori, Japan"

+"SenseTime, 2Tsinghua University"

+"Sensor-enhanced Social Media (SeSaMe) Centre, National University of Singapore, Singapore"

+"Several methods exists to induce anxiety in healthy individuals, including threat of shock (ToS), the Trier"

+"Shaanxi Provincial Key Lab on Speech and Image Information Processing, Northwestern Polytechnical University, Xi an, China"

+Shaheed Zulfikar Ali Bhutto Institute of Science and Technology Islamabad

+ShahidBeheshti University

+Shandong Women s University

+"Shanghai Institute of Applied Physics, Chinese Academy of Sciences"

+"Shanghai Jiao Tong University,  CloudWalk Technology"

+"Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China"

+"Shanghai Key Lab of Intelligent Information Processing, School of Computer Science, Fudan University, China"

+"Shaoguan University, Da Tang Lu"

+"Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China"

+"Shenzhen Institutes of Advanced Technology, CAS, China"

+"Shenzhen Institutes of Advanced Technology, Chinese Academy of Science, China"

+"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences"

+"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, 518055, China"

+"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China"

+"Shenzhen Key Lab of CVPR, Shenzhen Institutes of Advanced Technology"

+"Shenzhen Key Lab of CVPR, Shenzhen Institutes of Advanced Technology, CAS"

+"Shenzhen Key Lab of CVPR, Shenzhen Institutes of Advanced Technology, CAS, China"

+"Shenzhen Key Lab of Comp. Vis. and Pat. Rec., Shenzhen Institutes of Advanced"

+"Shenzhen Key Lab of Comp. Vis. and Pat. Rec., Shenzhen Institutes of Advanced Technology, CAS, China"

+"Shenzhen Key Laboratory of High Performance Data Mining, Shenzhen Institutes of Advanced Technology"

+"Shenzhen Key Laboratory of Spatial Smart Sensing and Service, Shenzhen University, P.R. China"

+"Shenzhen Research Institute, The Chinese University of Hong Kong, Shenzhen 518057, China"

+"Shenzhen key lab of Comp. Vis. and Pat. Rec., Shenzhen Institutes of Advanced Technology"

+"Shenzhen key lab of Comp. Vis. and Pat. Rec., Shenzhen Institutes of Advanced Technology, CAS, China"

+"Shri Shivaji College, Parbhani, M.S, India"

+"Sichuan Fine Arts Institute, Chongqing, China"

+"Siemens Corporate Research, 755 College Road East, Princeton, NJ"

+"Sighthound, Inc"

+Signal Processing Institute

+"Skolkovo Institute of Science and Technology (Skoltech), Russia"

+Slovak University of Technology in

+"Smart Network System Institute, Institute for Information Industry"

+"Software, Jiangxi Normal University, Nanchang, China, 4 School of Statistics, Capital University of"

+"Sogang University, Seoul 121-742, Republic of Korea"

+"Solapur University, INDIA"

+"Sorbonne Universit s, UPMC University Paris 06, Paris, France"

+"Southeast University, Nanjing 210096, China"

+"Southeast University, Nanjing 211189, China"

+"Southern Illinois University, Carbondale, IL 62901 USA"

+Sponsors: Machine Intelligence Research Labs (MIR Labs

+"Springer Science + Business Media, Inc. Manufactured in The Netherlands"

+"Sri Chandrasekharendra Saraswathi Viswa Mahavidyalaya University, Kanchipuram, India"

+"Sri Manakula Vinayagar Engineering College, Pondicherry"

+"Sri SidarthaInstitute of Technology, Tumkur"

+"Sri Sunflower College of Engineering and Technology, Lankapalli"

+Sridevi Women's Engineering College

+"Srm Easwari Engineering College, Ramapuram, Bharathi Salai, Chennai, Tamil Nadu, India"

+St. Anne s College

+St. Francis Institute of Technology

+"St. Xavier s Catholic College of Engineering, India"

+"St. Xavier s Catholic College of Engineering, Nagercoil, India"

+"St.Joseph s College of Engineering, Old Mamallapuram Road, Kamaraj Nagar, Semmencherry, Chennai"

+"Staffordshire University, Beaconside Stafford ST18 0AB, United Kingdom"

+"State Key Lab of CADandCG, College of Computer Science, Zhejiang University, Hangzhou, China"

+"State Key Lab of CADandCG, Zhejiang University, Hangzhou, Zhejiang, China"

+"State Key Lab. LIESMARS, Wuhan University, China"

+"State Key Laboratory for Novel Software Technology, Nanjing University, China"

+"State Key Laboratory of Brain and Cognitive Science, Institute of Psychology"

+"State Key Laboratory of CAD and CG, ZHE JIANG University, HangZhou, 310058 China"

+"State Key Laboratory of Integrated Services Networks, Xidian University, Xi an 710071 China"

+"State Key Laboratory of Pulp and Paper Engineering, South China University of Technology, Guangzhou 510640, China"

+"State Key Laboratory of Robotics and System, Harbin Institute of Technology, Harbin, China"

+"State Research Institute of Aviation Systems (GosNIIAS), Moscow, Russia"

+State University of Feira de Santana (UEFS

+"State University of New York at Binghamton, Binghamton, NY"

+"State University of Rio de Janeiro, Brazil"

+Stevens Institute of Technology  Adobe Systems Inc

+"Student, Amal Jyothi College of Engineering, Kanjirappally, India"

+"Student, Computer Science, Shah and Anchor Kuttchi Engineering College, Mumbai, India"

+Submitted to the Institute for Graduate Studies in

+Submitted to the Senate of the Hebrew University

+"Suhaila N. Mohammed, Baghdad University, College of Science, Baghdad, Iraq"

+Sun Yat-Sen (Zhongshan) University

+"Swiss Federal Institute of Technology, Lausanne (EPFL"

+"Synergy Systems, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Guangdong"

+"System Research Center, NOKIA Research Center, Beijing, 100176, China"

+Systems and Telematics - Neurolab

+"TNLIST, Tsinghua University, Beijing, 100084, China"

+Taizhou University

+"Tarbiat Modarres University, Tehran, Iran"

+"Teaching Affairs Office, Chongqing Normal University, Chongqing 401331, China"

+"Technical University in Prague, 166 27 Prague 6, Technick a 2 Czech Republic"

+"Technical University in Prague, Technick a 2, 166 27 Prague 6 Czech Republic"

+"Technical University of Cluj Napoca, 28 Memorandumului Street"

+Technical University of Kaiserslautern

+"Technical University of Munich, Germany"

+"Technical University of Ostrava, FEECS"

+TechnicalUniversityofDenmark

+"Technological Educational Institute of Athens, 12210 Athens, Greece"

+"Technology, Nanjing University of Aero"

+"Technology, University of Oradea 410087, Universitatii 1, Romania"

+"Texas AandM University, College Station, TX, USA"

+The Allen Institute for AI

+"The American University In Cairo, Road 90, New Cairo, Cairo, Egypt"

+"The Amsterdam School of Communication Research, University of Amsterdam"

+The Australian National University  Queensland University of Technology

+The Author 2012. Published by Oxford University Press on behalf of The British Computer Society. All rights reserved

+The Author 2014. Published by Oxford University Press

+"The Big Data Research Center, Henan University, Kaifeng 475001, China"

+"The Blavatnik School of Computer Science, Tel Aviv University, Israel"

+"The Blavatnik School of Computer Science, Tel-Aviv University, Israel"

+"The Blavatnik School of Computer Science, Tel-Aviv University, Tel-Aviv, Israel"

+"The Blavatnik School of Computer Science, The Tel-Aviv University"

+The Chinese University of Hong Kong holds the copyright of this thesis. Any

+"The Chinese University of Hong Kong, HKSAR, China"

+"The Chinese University of Hong Kong, Hong Kong SAR, China"

+The Chinese University ofHong Kong

+The Graduate University for Advanced Studies (SOKENDAI

+The Hong Kong Polytechnic University 2Harbin Institute of Technology

+"The Hong Kong Polytechnic University, Hong Kong, SAR, 2University of Technology Sydney, Australia"

+"The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong"

+"The Image Processing and Analysis Lab (LAPI), Politehnica University of Bucharest, Romania"

+"The Institute of Scienti c and Industrial Research, Osaka University"

+"The Open University of Israel, Israel"

+"The Remote Sensing Technology Institute (IMF), German Aerospace Center"

+"The Robotics Inistitute, Carnegie Mellon University"

+The Robotics Institute   Carnegie Mellon University

+"The Robotics Institute, Carnegie Mellon University"

+"The Robotics Institute, Carnegie Mellon University, 5000 Forbes Ave, PA, USA"

+"The Robotics Institute, Carnegie Mellon University, Pittsburgh PA"

+"The School of Computer Science, Tel-Aviv University, Israel"

+"The School of Electrical Electronic and Control Engineering, Kongju National University"

+"The School of Electrical and Electronic Engineering, Yonsei University, 134 Shinchon-Dong"

+The University of Adelaide; and Australian Centre for Robotic Vision

+The University of Queensland in

+"The University of Queensland, School of ITEE"

+"The University of Queensland, School of ITEE, QLD 4072, Australia"

+The University of Shef eld

+"The authors are with the Delft University of Technology, Data and Knowl"

+The open University of Israel. 2Adience

+"The school of Data Science, Fudan University"

+Thesis. Rochester Institute of Technology. Accessed from

+This article was downloaded from Harvard University s DASH

+This work was supported by Grant MOP102637 from the Canadian Institutes of Health Research to E.D.R. and the

+This work was supported in part by National Institute of Mental Health Award R01 MH 087610 to T.E

+Tokyo Polytechnic University

+Tomas Bata University in Zl n

+"Toyota College, 2-1 Eisei, Toyota-shi, Aichi, 471-8525 Japan"

+"Toyota Research Institute, Cambridge, MA 2 University of Michigan, Ann Arbor, MI"

+Toyota Technological Institute Chicago (TTIC

+Toyota Technological Institute at Chicago

+"Toyota Technological Institute, Chicago (TTIC"

+Tripura University (A Central University

+"Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom"

+Tsinghua University 4SenseTime

+"Tsinghua University, State Key Lab. of Intelligent"

+Tsinghua-CUHK Joint Research Center for Media Sciences

+"Tsinghua-CUHK Joint Research Center for Media Sciences, Technologies and Systems"

+"Turin, Italy, 3 Faculty of Humanities, Research Unit of Logopedics, Child Language Research Center, University of Oulu, Oulu"

+U.S. Army Research Laboratory

+"U.S. Army Research Laboratory, 2800 Powder Mill Road, Adelphi, MD USA"

+"UC Lab, Kyung Hee University, Yongin-Si 446-701, Korea"

+"UG student, Amity school of Engineering and Technology, Amity University, Haryana, India"

+"UMIACS | University of Maryland, College Park"

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+UNIVERSITY OF APPLIED SCIENCE DARMSTADT (FHD

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+"USC IRIS Lab, University of Southern California"

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+USC Institute for Creative Technologies

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+"Universitat Polit`ecnica de Catalunya,  Columbia University"

+"Universite  Catholique de Louvain, Louvain-la-Neuve, Belgium, 4 The Queensland Brain Institute, The"

+"Universiteit van Amsterdam, Roeterstraat 15, 1018 WB Amsterdam, The Netherlands"

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+"University of Amsterdam, Amsterdam, the Netherlands, 2 Leiden University"

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+"University of S ao Paulo - USP, S ao Paulo - Brazil"

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+"University of Shef eld, UK"

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+"University of T ubingen, T ubingen, Germany"

+"University of Tampere, Kanslerinnrinne 1, 33014, Tampere, Finland"

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+"University of Twente, EEMCS, Netherlands"

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+"University of Verona, Verona, Italy"

+University of Verona. 2Vienna Institute of Technology. 3ISTC CNR (Trento). 4University of Trento

+"University of Victoria, Victoria, Canada"

+"University of Vigo, Spain"

+University of Washington 4The Allen Institute for AI

+University of Washington and Google Inc

+"University of Washington, Bothell"

+"University of Waterloo, Waterloo ON N2L3G1, Canada"

+University of West Bohemia

+University of Wollongong. For further information contact the UOW

+"University of Zagreb, Faculty of Electrical Engineering and Computing"

+"University of Zagreb, Faculty of Electrical Engineering and Computing, Croatia"

+"University of Zagreb, Faculty of Electrical Engineering and Computing, Unska 3, 10000 Zagreb, Croatia"

+"University of Zagreb, Unska 3, 10 000 Zagreb"

+"University of Zaragoza, Spain"

+"University of the South Paci c, Fiji"

+"University, Taiwan, R.O.C"

+University: Dhirubhai Ambani Institute of Information and Communication Technology

+UniversityofMaryland

+"UniversityofMaryland, CollegePark, MD"

+"Utrecht Centre for Child and Adolescent Studies, Utrecht University, Utrecht, The Netherlands"

+UvA-DARE is a service provided by the library of the University of Amsterdam (http://dare.uva.nl

+VEER SURENDRA SAI UNIVERSITY OF

+"VHNSN College, Virudhunagar, ANJA College"

+"VISILAB group, University of Castilla-La Mancha, E.T.S.I.Industriales, Avda. Camilo Jose Cela s.n, 13071 Spain"

+"VISLab, EBUII-216, University of California Riverside"

+"VSB Technical University of Ostrava, 17. listopadu 15, 708 33 Ostrava, Czech Republic"

+"VSI Lab, Goethe University, Frankfurt, Germany"

+Vector Institute for Arti cial Intelligence

+VelTech HighTech Dr. Rangarajan Dr.Sakunthala Engineering College

+"Vickram College of Engineering, Enathi, Tamil Nadu, India"

+"Victoria University of Wellington, PO Box 600, Wellington 6140, New Zealand"

+Vietnam National University Ho Chi

+Vietnam National University of Agriculture

+"Virudhunagar Hindu Nadars  Senthikumara Nadar College, Virudhunagar"

+"Vision Laboratory, LARSyS, University of the Algarve, 8005-139 Faro, Portugal"

+"Vision Science Group, University of California"

+"Vision Systems, Inc"

+"Vision and Fusion Lab, Karlsruhe Institute of Technology KIT, Karlsruhe, Germany"

+"Vision and Fusion Laboratory (IES), Karlsruhe Institute of Technology (KIT"

+"Vision and Security Technology Lab, University of Colorado Colorado Springs"

+"Vision and Security Technology Lab, University of Colorado at Colorado Springs, Colorado"

+"Vision and Sensing, HCC Lab, ESTeM, University of Canberra"

+"Vision and Sensing, HCC, ESTeM, University of Canberra"

+"Visual Analysis of People Lab, Aalborg University, Denmark"

+"Visual Computing and Communications Lab, Arizona State University"

+"Visual Geometry Group, University of Oxford"

+"Visual Geometry Group, University of Oxford, Oxford UK"

+"Visual Geometry Group, University of Oxford, UK"

+"Visualization and Computer Vision Lab, GE Global Research Center"

+"Viswajyothi College of Engineering and Technology Kerala, India"

+"Waseda University, Tokyo, Japan"

+"Welten Institute, Research Centre for Learning, Teaching and Technology, Faculty of"

+"Wenzhou University, China"

+"Wenzhou University, Wenzhou, China"

+"West Virginia University, Morgantown, West Virginia, United States of America, 2. IIIT Delhi, New Delhi"

+William Marsh Rice University

+Xerox Research Center India

+Xerox Research Center Webster

+"Xi an Jiaotong University, China"

+"Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences"

+Xidian University 2Xi an Jiaotong University 3Microsoft Research Asia

+"Y ld z Teknik University, Istanbul, TR"

+"ZHAW Datalab, Zurich University of Applied Sciences"

+"Zhejang University, Hangzhou 310027, P.R.China"

+"a Institute of Anatomy I, School of Medicine, Friedrich Schiller University, Germany"

+"a Section of Biomedical Image Analysis, University of Pennsylvania, 3600 Market, Suite 380, Philadelphia, PA 19104, USA"

+"a The Robotics Institute, Carnegie Mellon University, 5000 Forbes Avenue, Pittsburgh, PA 15213, USA"

+"aCentre for Neuroscience, Indian Institute of Science, Bangalore, India"

+"aCollege of Computer Science at Chongqing University, 400044, Chongqing, P.R.C"

+"aDivision of Biology and Biological Engineering 156-29, Howard Hughes Medical Institute, California Institute of Technology, Pasadena, CA"

+"aFaculty of Electrical Engineering, University of Technology MARA, Shah Alam, 40450 Selangor, Malaysia"

+"aIBM China Research Lab, Beijing, China"

+"aImperial College London, London, UK"

+aInformation Sciences Institute

+"aLawrence Technological University, 21000 W Ten Mile Rd., South eld, MI 48075, United States"

+"aMILab, LCSEE, West Virginia University, Morgantown, West Virginia, USA"

+"aResearch Scholar, Anna University, Chennai, Inida"

+"aSchool of Computing and Mathematics, Charles Sturt University, Bathurst, NSW"

+"aSchool of Technology, University of Campinas"

+"aTurgut Ozal University, Ankara Turkey"

+"abroad, or from public or private research centers"

+"additional details of DCS descriptors, including visualization. For extending the evaluation"

+"and 2Center for Cognitive Neuroscience, Duke University, Durham, North Carolina 27708"

+"and Engineering, Beihang University, Beijing, China"

+"and IBUG [32]. All of them cover large variations, including different"

+"and Mathematical Biosciences Institute, The Ohio State University"

+"and Modeling, Rutgers University"

+"and bDivision of Engineering and Applied Sciences 136-93, California Institute of Technology, Pasadena, CA"

+"and education use, including for instruction at the authors institution"

+"and especially light angle, drastically change the appearance of a face [1]. Facial expressions, including"

+"and quantify distinct social behaviors, including those involving"

+and the institute of engineering and science

+"applications has different requirements, including: processing time (off-line, on-line, or real-time"

+"applications, including texture classification [16], face recognition [12], object detection [10], and"

+at The Australian National University

+at West Virginia University

+at the Delft University of Technology

+at the University of Central Florida

+"atry, University of Pennsylvania School of Medicine, Philadelphia, PA"

+"b Computer Science, School of Electrical and Data Engineering, University of Technology, Sydney"

+"b Computer Technology Institute, Beijing Union University, 100101, China"

+"b DEI - University of Padova, Via Gradenigo, 6 - 35131- Padova, Italy"

+b Institute for Robotics and Intelligent Systems

+"b School of Applied Mathematics, Xidian University, Xi an, China"

+"b School of Business, Reykjavik University, Reykjavik, Iceland"

+"b The Interdisciplinary Center for Research on Emotions, University of"

+"bDiscipline of Business Analytics, The University of Sydney Business School"

+"bFaculty of Engineering, International Islamic University, Jalan Gombak, 53100 Kuala Lumpur, Malaysia"

+"bRobotics Institute, Carnegie Mellon University, Pittsburgh, PA 15213, U.S.A"

+"bSchool of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China"

+"bSchool of Computer and Control Engineering, University of Chinese Academy of Sciences"

+"bTsinghua University, Beijing, China"

+"bUniversity of Nottingham, School of Computer Science, Nottingham, UK"

+by grants from the National Institute of Mental Health (MH 15279 and MH067976 (K. Schmidt

+"c Cardiff Business School, Cardiff University, Cardiff, United Kingdom"

+"c School of Arts and Sciences, University of Pennsylvania Medical Center, Hospital of the University of Pennsylvania"

+"c School of Computational Science, Florida State University, Tallahassee, FL 32306, USA"

+c(cid:13) Carnegie Mellon University

+c(cid:13)The Chinese University of Hong Kong

+c(cid:176) Massachusetts Institute of Technology 2006. All rights reserved

+"cCentre of Intelligent Machines, McGill University, Montr eal, QC H3A 0E9, Canada"

+"cFaculty of Electrical Engineering, Mathematics, and Computer Science, University of Twente, The Netherlands"

+"cSchool of Astronautics at Beihang University, 100191, Beijing, P.R.C"

+cThe Open University

+cid:1) Honda Research Institute

+cid:1)Institute for Neural Computation

+"cid:130) Computer Perception Lab, California State University, Bakersfield, CA 93311, USA"

+"cid:2) Imperial College London, United Kingdom"

+"cid:2)Honda RandD Americas, Inc., Boston, MA, USA"

+"cid:2)Imperial College London, U.K"

+"cid:3) School of Software, Tsinghua University"

+cid:3)The Salk Institute and Howard Hughes Medical Institute

+"cid:5)School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN. 47907, USA"

+"cid:63) Faculty of Computing, Information Systems and Mathematics, Kingston University London"

+"cid:63) Imperial College London, UK"

+"cid:63)Queen Mary University of London,  Imperial College London"

+"cid:63)Sharif University of Technology,  University College London,  Queen Mary University of London"

+cid:63)Stanford University

+"cid:93) Faculty of Science and Technology, University of Macau"

+"cid:93)Peking University Shenzhen Graduate School, Shenzhen, P.R.China"

+comparisons with 12 instance-based classi ers on 13 benchmark University of California Irvine

+"do, Rep. of Korea, Kyung Hee University, Suwon, Rep. of Korea"

+"e ects of di erence factors, including age group, age gap"

+eBay Research Labs

+"engineering, Government College of Engineering Kannur, Kerala, India"

+"f Neuropsychiatry Section, University of Pennsylvania Medical Center, Hospital of the University of Pennsylvania"

+"face processing, including age (Berry, 1990), sex (Hill"

+facultyofmathematicsandnaturalsciencesarti cialintelligence22-09-2016|1ATitleA.UthorRijksuniversiteitGroningenSomeFaculty

+"gelmeyer et al., 1996); and, increasingly, its role in reactions to"

+"general term, including collaboration. Interaction determines action on someone"

+"gies (Bughin et al. 2017). A range of other sectors, includ"

+"he University of Hong Kong, Pokfulam"

+"iCV Research Group, Institute of Technology, University of Tartu, Tartu 50411, Estonia"

+"iMinds - Ghent University, Technologiepark 15, B-9052 Ghent, Belgium"

+"image being generated by the model, include Active Appearance"

+in The University of Michigan

+"in signed languages, including American Sign Language (ASL). Gestures such"

+in the College of Engineering and Computer Science

+in the Graduate School of Duke University

+"instance has been detected (e.g., a face), it is be possible to obtain further information, including: (i"

+"learning. As a result of this research, many applications, including video surveillance systems"

+massachusetts institute of technology   artificial intelligence laboratory

+"ment of Psychology, University of California, Berkeley"

+ment. Oxford University Press Series in Affective Science. New York: Oxford

+"methods, including graph matching, optical- ow-based"

+"obtained for all other uses, in any current or future media, including reprinting/republishing"

+"of Engineering and Information Technology, University of Technology, Sydney, Australia"

+"of Maryland, College Park, MD 20742, USA"

+"of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, China"

+"of Psychology, Princeton University, Princeton, NJ 08540. E-mail"

+"of Psychology, University of Michigan, Ann Arbor, MI, United States, University of Michigan, Ann"

+"of Technology, Kochi, Japan, 3 Yunnan Key Laboratory of Computer Technology Applications, Kunming University of Science"

+"our analysis to stereotypes beyond gender, including those"

+"ples of such  ne-grained descriptions, including attributes covering detailed"

+"point, lighting, and appearance. Many applications, including video surveillance systems"

+"puter Engineering, National University of Singapore, Singapore (e-mails"

+"recognition, such as human computer interfaces and e-services, including e-home"

+"subsection a table summarizing the key features of the database is provided, including (where available) the number of"

+"t2i Lab, Chalmers University of Technology, Gothenburg, Sweden"

+"the Chinese University of Hong Kong, Shatin, Hong Kong"

+"the Diploma of Imperial College London. This thesis is entirely my own work, and, except"

+"the Library: http://uba.uva.nl/en/contact, or a letter to: Library of the University of Amsterdam, Secretariat, Singel 425, 1012 WP Amsterdam"

+"the face, including negative affect and distress, dates"

+"tion [11, 10] is making possible very large scale visual recognition both in my own ongoing work, including"

+tional Taipei University for his help in performing simulations. The author would like to thank Mr. Ming

+"to process in all the illumination conditions, including total"

+"to visually detectable changes in facial appearance, including blushing and tears. These"

+"tum Computation and Intelligent Systems, Faculty of Engineering and Information Technology, University"

+"uses, in any current or future media, including"

+"versity of Amsterdam, Amsterdam and University of Trento"

+via Institute of Electrical and Electronic Engineers at http://dx.doi.org/10.1109/TIP.2014.2367321. Please refer to

+yAristotle University of Thessaloniki

+yThe University of Tokyo

+years. According to the definition by the National Institute