Mustafa Bilgic

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Lise GetoorProfessor of Computer Science, University of California, Santa CruzVerified email at ucsc.edu
Galileo NamataVerified email at cs.umd.edu
Prithviraj SenIBM ResearchVerified email at us.ibm.com
Manali SharmaIllinois Institute of TechnologyVerified email at hawk.iit.edu
Brian GallagherComputer ScientistVerified email at briangallagher.net
Tina Eliassi-RadProfessor & President Joseph E. Aoun Chair, Northeastern UniversityVerified email at eliassi.org
Raymond MooneyProfessor of Computer Science, University of Texas at AustinVerified email at cs.utexas.edu
Ping LiuMLE @ LinkedIn | Ph.D. @ Illinois Institute of TechnologyVerified email at hawk.iit.edu
Ben ShneidermanProfessor of Computer Science, University of MarylandVerified email at cs.umd.edu
Maria E. Ramirez-LoaizaPh.D. Computer Science, Illinois Institute of TechnologyVerified email at hawk.iit.edu
Aron CulottaAssociate Professor of Computer Science, Tulane UniversityVerified email at tulane.edu
Matthew A. ShapiroProfessor of Political Science, Illinois Institute of TechnologyVerified email at iit.edu
SAVAS TAYUNIVERSITY OF CHICAGOVerified email at uchicago.edu
Caner KomurluPh. D. Student, Illinois Institute of TechnologyVerified email at hawk.iit.edu
David W. JacobsProfessor of Computer Science, University of MarylandVerified email at umiacs.umd.edu
Karthik ShivaramPhD@Tulane UniversityVerified email at tulane.edu
Ali CinarIllinois Institute of TechnologyVerified email at iit.edu
Eric BreyDepartment of Biomedical Engineering and Chemical Engineering, University of Texas at San AntonioVerified email at utsa.edu
andrey rzhetskyProfessor, University of ChicagoVerified email at uchicago.edu
Drayman NirThe University of California, IrvineVerified email at uci.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	3521	2008
Explaining recommendations: Satisfaction vs. promotion M Bilgic, RJ Mooney Beyond personalization workshop, IUI 5, 153, 2005	407	2005
Active learning for networked data M Bilgic, L Mihalkova, L Getoor Proceedings of the 27th international conference on machine learning (ICML …, 2010	204	2010
Combining collective classification and link prediction M Bilgic, GM Namata, L Getoor Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007 …, 2007	159	2007
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	129	2006
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	114	2017
Effective label acquisition for collective classification M Bilgic, L Getoor Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008	95	2008
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	94	2008
Evidence-based uncertainty sampling for active learning M Sharma, M Bilgic Data Mining and Knowledge Discovery 31, 164-202, 2017	83	2017
Voila: Efficient feature-value acquisition for classification M Bilgic, L Getoor Proceedings of the national conference on artificial intelligence 22 (2), 1225, 2007	70	2007
Link-based active learning M Bilgic, L Getoor NIPS Workshop on Analyzing Networks and Learning with Graphs 4, 9, 2009	62	2009
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	38*	2015
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	32	2009
Active inference for collective classification M Bilgic, L Getoor Proceedings of the AAAI Conference on Artificial Intelligence 24 (1), 1652-1655, 2010	31	2010
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	29	2021
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	24	2016
Most-Surely vs. Least-Surely Uncertain M Sharma, M Bilgic IEEE 13th International Conference on Data Mining (ICDM), 667-676, 2013	24	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	22	2011
Collective classification for text classification G Namata, P Sen, M Bilgic, L Getoor, M Sahami, A Srivastava Text Mining, 51-69, 2009	20	2009
Explanation for recommender systems: satisfaction vs. promotion M Bilgic, R Mooney, E Rich Computer Sciences Austin, University of Texas. Undergraduate Honors 27, 2004	20	2004

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