Lise Getoor

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Bert HuangAssistant Professor, Tufts University Department of Computer ScienceVerified email at vt.edu
Ben TaskarUniversity of WashingtonVerified email at cs.washington.edu
Mustafa BilgicIllinois Institute of TechnologyVerified email at iit.edu
Daphne KollerCEO and Founder, insitroVerified email at insitro.com
Prithviraj SenAmazon Inc.Verified email at amazon.com
Jay PujaraResearch Associate Professor, University of Southern CaliforniaVerified email at cs.umd.edu
Ben LondonPrincipal Scientist at AmazonVerified email at amazon.com
Nir FriedmanProfessor of Computer Science and Medicine, Hebrew UniversityVerified email at mail.huji.ac.il
Elena ZhelevaAssociate Professor of Computer Science, University of Illinois ChicagoVerified email at uic.edu
Stephen H. BachAssistant Professor of Computer Science, Brown UniversityVerified email at cs.brown.edu
Amol DeshpandeUniversity of MarylandVerified email at cs.umd.edu
Arti RameshSenior Manager, Nissan Advanced Technology CenterVerified email at nissan-usa.com
James FouldsUniversity of Maryland, Baltimore CountyVerified email at umbc.edu
Hossam ShararaAmerican University in CairoVerified email at aucegypt.edu
Angelika KimmigKU LeuvenVerified email at cs.kuleuven.be
Pigi KoukiRelational AIVerified email at relational.ai
Tina Eliassi-RadProfessor & The Inaugural Joseph E. Aoun Chair, Northeastern UniversityVerified email at eliassi.org
Shobeir FakhraeiSenior Machine Learning Scientist, AmazonVerified email at amazon.com
Golnoosh FarnadiAssistant Professor at McGill University & Mila, Canada CIFAR AI ChairVerified email at mila.quebec
Theodoros RekatsinasAppleVerified email at inf.ethz.ch

Lise Getoor

Distinguished Professor of Computer Science & Engineering, University of California, Santa Cruz

Verified email at ucsc.edu - Homepage

Machine Learning Reasoning Under Uncertainty Graph & Network Analysis Information Integration


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Collective classification in network data P Sen, G Namata, M Bilgic, L Getoor, B Galligher, T Eliassi-Rad AI magazine 29 (3), 93-93, 2008	4716	2008
Introduction to statistical relational learning L Getoor, B Taskar MIT press, 2007	2125	2007
Link mining: a survey L Getoor, CP Diehl Acm Sigkdd Explorations Newsletter 7 (2), 3-12, 2005	1719*	2005
Link-based classification S Bandyopadhyay, U Maulik, LB Holder, DJ Cook, L Getoor Advanced methods for knowledge discovery from complex data, 189-207, 2005	1233	2005
Learning probabilistic relational models N Friedman, L Getoor, D Koller, A Pfeffer IJCAI 99, 1300-1309, 1999	1198	1999
Collective entity resolution in relational data I Bhattacharya, L Getoor ACM Transactions on Knowledge Discovery from Data (TKDD) 1 (1), 5-es, 2007	877	2007
To join or not to join: the illusion of privacy in social networks with mixed public and private user profiles E Zheleva, L Getoor Proceedings of the 18th international conference on World wide web, 531-540, 2009	805	2009
Learning Probabilistic Relational Models L Getoor, N Friedman, D Koller, A Pfeffer International Joint Conference on Artificial Intelligence (IJCAI), 307-335, 2001	697*	2001
Query-driven active surveying for collective classification G Namata, B London, L Getoor, B Huang, U Edu 10th international workshop on mining and learning with graphs 8, 1, 2012	627	2012
Preserving the privacy of sensitive relationships in graph data E Zheleva, L Getoor International workshop on privacy, security, and trust in KDD, 153-171, 2007	577	2007
Hinge-loss markov random fields and probabilistic soft logic SH Bach, M Broecheler, B Huang, L Getoor Journal of Machine Learning 18 (109), 1-67, 2015	525	2015
Knowledge graph identification J Pujara, H Miao, L Getoor, W Cohen The Semantic Web–ISWC 2013: 12th International Semantic Web Conference …, 2013	471	2013
Entity resolution: theory, practice & open challenges L Getoor, A Machanavajjhala Proceedings of the VLDB Endowment 5 (12), 2018-2019, 2012	465	2012
Learning probabilistic models of link structure L Getoor, N Friedman, D Koller, B Taskar Journal of Machine Learning Research 3 (Dec), 679-707, 2002	380	2002
A latent dirichlet model for unsupervised entity resolution I Bhattacharya, L Getoor Proceedings of the 2006 SIAM international conference on data mining, 47-58, 2006	376	2006
Selectivity estimation using probabilistic models L Getoor, B Taskar, D Koller Proceedings of the ACM SIGMOD Conference, 461-472, 2001	365	2001
A short introduction to probabilistic soft logic A Kimmig, S Bach, M Broecheler, B Huang, L Getoor NIPS Workshop on probabilistic programming: Foundations and applications 1, 3, 2012	329	2012
Iterative record linkage for cleaning and integration I Bhattacharya, L Getoor Proceedings of the 9th ACM SIGMOD workshop on Research issues in data mining …, 2004	319	2004
'Beating the news' with EMBERS: forecasting civil unrest using open source indicators N Ramakrishnan, P Butler, S Muthiah, N Self, R Khandpur, P Saraf, ... Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	308	2014
SplicePort—an interactive splice-site analysis tool RI Dogan, L Getoor, WJ Wilbur, SM Mount Nucleic acids research 35 (suppl_2), W285-W291, 2007	242	2007

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