Mustafa Bilgic

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Lise GetoorDistinguished Professor of Computer Science & Engineering, University of California, Santa CruzDirección de correo verificada de ucsc.edu
Galileo NamataDirección de correo verificada de cs.umd.edu
Prithviraj SenAmazon Inc.Dirección de correo verificada de amazon.com
Manali SharmaSamsung Semiconductor, Inc.Dirección de correo verificada de samsung.com
Brian GallagherComputer Scientist, Lawrence Livermore National LaboratoryDirección de correo verificada de llnl.gov
Tina Eliassi-RadProfessor & The Inaugural Joseph E. Aoun Chair, Northeastern UniversityDirección de correo verificada de eliassi.org
Ping LiuMLE @ LinkedIn | Ph.D. @ Illinois Institute of TechnologyDirección de correo verificada de linkedin.com
Aron CulottaAssociate Professor of Computer Science, Tulane UniversityDirección de correo verificada de tulane.edu
Raymond MooneyProfessor of Computer Science, University of Texas at AustinDirección de correo verificada de cs.utexas.edu
Matthew A. ShapiroProfessor of Political Science, Illinois Institute of TechnologyDirección de correo verificada de iit.edu
Louis LicameleBloom ScienceDirección de correo verificada de cs.umd.edu
Ben ShneidermanProfessor Emeritus Computer Science, University of MarylandDirección de correo verificada de cs.umd.edu
Karthik ShivaramLead ML Engineer @Wizard | PhD @Tulane UniversityDirección de correo verificada de tulane.edu
SAVAS TAYUNIVERSITY OF CHICAGODirección de correo verificada de uchicago.edu
andrey rzhetskyProfessor, University of ChicagoDirección de correo verificada de uchicago.edu
Sara Saheb KashafDirección de correo verificada de uchicago.edu
David W. JacobsProfessor of Computer Science, University of MarylandDirección de correo verificada de umiacs.umd.edu
Ruo YangPh.D. Candidate, Illinois Institute of TechnologyDirección de correo verificada de hawk.iit.edu
Jonathan M. MatthewsUniversity of ChicagoDirección de correo verificada de uchicago.edu
Sonia KupferAssociate Professor, University of ChicagoDirección de correo verificada de medicine.bsd.uchicago.edu

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Mustafa Bilgic

Illinois Institute of Technology

Dirección de correo verificada de iit.edu - Página principal

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


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	4885	2008
Explaining recommendations: Satisfaction vs. promotion M Bilgic, RJ Mooney Beyond personalization workshop, IUI 5, 153, 2005	462	2005
Active learning for networked data M Bilgic, L Mihalkova, L Getoor Proceedings of the 27th international conference on machine learning (ICML …, 2010	219	2010
Combining collective classification and link prediction M Bilgic, GM Namata, L Getoor Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007 …, 2007	167	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	132	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	131	2006
Evidence-based uncertainty sampling for active learning M Sharma, M Bilgic Data Mining and Knowledge Discovery 31, 164-202, 2017	116	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	95	2008
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	87	2022
Voila: Efficient feature-value acquisition for classification M Bilgic, L Getoor Proceedings of the national conference on artificial intelligence 22 (2), 1225, 2007	73	2007
Link-based active learning M Bilgic, L Getoor NIPS workshop on analyzing networks and learning with graphs 4, 9, 2009	71	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	69	2021
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	48*	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
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	30	2016
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
Most-Surely vs. Least-Surely Uncertain M Sharma, M Bilgic IEEE 13th International Conference on Data Mining (ICDM), 667-676, 2013	26	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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