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 | 4239 | 2008 |
Explaining recommendations: Satisfaction vs. promotion M Bilgic, RJ Mooney Beyond personalization workshop, IUI 5, 153, 2005 | 440 | 2005 |
Active learning for networked data M Bilgic, L Mihalkova, L Getoor Proceedings of the 27th international conference on machine learning (ICML …, 2010 | 213 | 2010 |
Combining collective classification and link prediction M Bilgic, GM Namata, L Getoor Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007 …, 2007 | 164 | 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 | 130 | 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 | 127 | 2017 |
Evidence-based uncertainty sampling for active learning M Sharma, M Bilgic Data Mining and Knowledge Discovery 31, 164-202, 2017 | 98 | 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 | 96 | 2008 |
Effective label acquisition for collective classification M Bilgic, L Getoor Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008 | 94 | 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 | 68 | 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 | 51 | 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 | 45* | 2015 |
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 | 44 | 2022 |
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 |