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Mustafa Bilgic
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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
42722008
Explaining recommendations: Satisfaction vs. promotion
M Bilgic, RJ Mooney
Beyond personalization workshop, IUI 5, 153, 2005
4412005
Active learning for networked data
M Bilgic, L Mihalkova, L Getoor
Proceedings of the 27th international conference on machine learning (ICML …, 2010
2132010
Combining collective classification and link prediction
M Bilgic, GM Namata, L Getoor
Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007 …, 2007
1642007
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
1302006
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
1272017
Evidence-based uncertainty sampling for active learning
M Sharma, M Bilgic
Data Mining and Knowledge Discovery 31, 164-202, 2017
982017
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
962008
Effective label acquisition for collective classification
M Bilgic, L Getoor
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
942008
Voila: Efficient feature-value acquisition for classification
M Bilgic, L Getoor
Proceedings of the national conference on artificial intelligence 22 (2), 1225, 2007
712007
Link-based active learning
M Bilgic, L Getoor
NIPS workshop on analyzing networks and learning with graphs 4, 9, 2009
682009
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
522021
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
452022
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
Active inference for collective classification
M Bilgic, L Getoor
Proceedings of the AAAI Conference on Artificial Intelligence 24 (1), 1652-1655, 2010
332010
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
302009
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
272016
Most-Surely vs. Least-Surely Uncertain
M Sharma, M Bilgic
IEEE 13th International Conference on Data Mining (ICDM), 667-676, 2013
252013
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
232011
Collective classification for text classification
G Namata, P Sen, M Bilgic, L Getoor, M Sahami, A Srivastava
Text Mining, 51-69, 2009
222009
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