Mustafa Bilgic

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Lise GetoorDistinguished Professor of Computer Science & Engineering, University of California, Santa CruzVerified email at ucsc.edu
Galileo NamataVerified email at cs.umd.edu
Prithviraj SenAmazon Inc.Verified email at amazon.com
Brian GallagherComputer Scientist, Lawrence Livermore National LaboratoryVerified email at llnl.gov
Tina Eliassi-RadProfessor & The Inaugural Joseph E. Aoun Chair, Northeastern UniversityVerified email at eliassi.org
Ping LiuMLE @ LinkedIn | Ph.D. @ Illinois Institute of TechnologyVerified email at linkedin.com
Aron CulottaAssociate Professor of Computer Science, Tulane UniversityVerified email at tulane.edu
Louis LicameleBloom ScienceVerified email at cs.umd.edu
Matthew A. ShapiroProfessor of Political Science, Illinois Institute of TechnologyVerified email at iit.edu
Raymond MooneyProfessor of Computer Science, University of Texas at AustinVerified email at cs.utexas.edu
Ben ShneidermanProfessor Emeritus Computer Science, University of MarylandVerified email at cs.umd.edu
Karthik ShivaramLead ML Engineer @Wizard | PhD @Tulane UniversityVerified email at tulane.edu
SAVAS TAYUNIVERSITY OF CHICAGOVerified email at uchicago.edu
andrey rzhetskyProfessor, University of ChicagoVerified email at uchicago.edu
David W. JacobsProfessor of Computer Science, University of MarylandVerified email at umiacs.umd.edu
Jonathan MatthewsUniversity of ChicagoVerified email at uchicago.edu
Sonia KupferAssociate Professor, University of ChicagoVerified email at medicine.bsd.uchicago.edu
Evgeny G IzumchenkoUniversity of ChicagoVerified email at uchicago.edu
Sara Saheb KashafVerified email at uchicago.edu
Ruo YangPh.D. Candidate, Illinois Institute of TechnologyVerified email at hawk.iit.edu

Mustafa Bilgic

Illinois Institute of Technology

Verified email at iit.edu - Homepage

Interactive Machine Learning Active Learning Interpretable Machine Learning Explainable AI Statistical Relational Learning


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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	4475	2008
Explaining recommendations: Satisfaction vs. promotion M Bilgic, RJ Mooney Beyond personalization workshop, IUI 5, 153, 2005	445	2005
Active learning for networked data M Bilgic, L Mihalkova, L Getoor Proceedings of the 27th international conference on machine learning (ICML …, 2010	215	2010
Combining collective classification and link prediction M Bilgic, GM Namata, L Getoor Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007 …, 2007	165	2007
Active learning: an empirical study of common baselines ME Ramirez-Loaiza, M Sharma, G Kumar, M Bilgic Data mining and knowledge discovery 31, 287-313, 2017	130	2017
D-dupe: An interactive tool for entity resolution in social networks M Bilgic, L Licamele, L Getoor, B Shneiderman 2006 IEEE Symposium On Visual Analytics Science And Technology, 43-50, 2006	130	2006
Evidence-based uncertainty sampling for active learning M Sharma, M Bilgic Data Mining and Knowledge Discovery 31, 164-202, 2017	106	2017
Interactive entity resolution in relational data: A visual analytic tool and its evaluation H Kang, L Getoor, B Shneiderman, M Bilgic, L Licamele IEEE transactions on visualization and computer graphics 14 (5), 999-1014, 2008	99	2008
Effective label acquisition for collective classification M Bilgic, L Getoor Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008	95	2008
Voila: Efficient feature-value acquisition for classification M Bilgic, L Getoor Proceedings of the national conference on artificial intelligence 22 (2), 1225, 2007	71	2007
Link-based active learning M Bilgic, L Getoor NIPS workshop on analyzing networks and learning with graphs 4, 9, 2009	69	2009
The interaction between political typology and filter bubbles in news recommendation algorithms P Liu, K Shivaram, A Culotta, MA Shapiro, M Bilgic Proceedings of the Web Conference 2021, 3791-3801, 2021	60	2021
OrganoID: A versatile deep learning platform for tracking and analysis of single-organoid dynamics JM Matthews, B Schuster, SS Kashaf, P Liu, R Ben-Yishay, ... PLoS computational biology 18 (11), e1010584, 2022	56	2022
Active Learning with Rationales for Text Classiﬁcation M Sharma, D Zhuang, M Bilgic The 2015 Annual Conference of the North American Chapter of the ACL - Human …, 2015	47*	2015
Active inference for collective classification M Bilgic, L Getoor Proceedings of the AAAI Conference on Artificial Intelligence 24 (1), 1652-1655, 2010	33	2010
Reflect and correct: A misclassification prediction approach to active inference M Bilgic, L Getoor ACM Transactions on Knowledge Discovery from Data (TKDD) 3 (4), 1-32, 2009	30	2009
Active learning with rationales for identifying operationally significant anomalies in aviation M Sharma, K Das, M Bilgic, B Matthews, D Nielsen, N Oza Machine Learning and Knowledge Discovery in Databases: European Conference …, 2016	27	2016
Most-Surely vs. Least-Surely Uncertain M Sharma, M Bilgic IEEE 13th International Conference on Data Mining (ICDM), 667-676, 2013	25	2013
Value of information lattice: Exploiting probabilistic independence for effective feature subset acquisition M Bilgic, L Getoor Journal of Artificial Intelligence Research 41, 69-95, 2011	23	2011
Collective classification for text classification G Namata, P Sen, M Bilgic, L Getoor, M Sahami, A Srivastava Text Mining, 51-69, 2009	22	2009

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