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
Explaining recommendations: Satisfaction vs. promotion
M Bilgic, RJ Mooney
Beyond personalization workshop, IUI 5, 153, 2005
Active learning for networked data
M Bilgic, L Mihalkova, L Getoor
ICML, 2010
Combining collective classification and link prediction
M Bilgic, GM Namata, L Getoor
Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007 …, 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
Effective label acquisition for collective classification
M Bilgic, L Getoor
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 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
Active learning: an empirical study of common baselines
ME Ramirez-Loaiza, M Sharma, G Kumar, M Bilgic
Data mining and knowledge discovery 31 (2), 287-313, 2017
Voila: Efficient feature-value acquisition for classification
M Bilgic, L Getoor
Proceedings of the national conference on artificial intelligence 22 (2), 1225, 2007
Evidence-based uncertainty sampling for active learning
M Sharma, M Bilgic
Data Mining and Knowledge Discovery 31 (1), 164-202, 2017
Active inference for collective classification
M Bilgic, L Getoor
Proceedings of the AAAI Conference on Artificial Intelligence 24 (1), 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
Link-based active learning
M Bilgic, L Getoor
NIPS Workshop on Analyzing Networks and Learning with Graphs 4, 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
Most-Surely vs. Least-Surely Uncertain
M Sharma, M Bilgic
IEEE 13th International Conference on Data Mining (ICDM), 667-676, 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
Collective classification for text classification
G Namata, P Sen, M Bilgic, L Getoor, M Sahami, A Srivastava
Text Mining, 51-69, 2009
Explanation for recommender systems: satisfaction vs. promotion
M Bilgic, R Mooney, E Rich
Computer Sciences Austin, University of Texas. Undergraduate Honors 27, 2004
Active learning with rationales for identifying operationally significant anomalies in aviation
M Sharma, K Das, M Bilgic, B Matthews, D Nielsen, N Oza
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2016
Capital and benefit in social networks
L Licamele, M Bilgic, L Getoor, N Roussopoulos
Proceedings of the 3rd international workshop on Link discovery, 44-51, 2005
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