@article {bilgic:jair11, title = {Value of Information Lattice: Exploiting Probabilistic Independence for Effective Feature Subset Acquisition}, journal = {Journal of Artificial Intelligence Research (JAIR)}, volume = {41}, year = {2011}, pages = {69{\textendash}95}, author = {Bilgic, Mustafa and Lise Getoor} } @conference {bilgic:aaai10, title = {Active Inference for Collective Classification}, booktitle = {Twenty-Fourth Conference on Artificial Intelligence (AAAI NECTAR Track)}, year = {2010}, pages = {1652{\textendash}1655}, author = {Bilgic, Mustafa and Lise Getoor} } @conference {bilgic:icml10, title = {Active Learning for Networked Data}, booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)}, year = {2010}, author = {Bilgic, Mustafa and Mihalkova, Lilyana and Lise Getoor} } @article {sen:eml10, title = {Collective Classification}, journal = {Encyclopedia of Machine Learning}, year = {2010}, author = {Sen, Prithviraj and Namata, Galileo Mark and Bilgic, Mustafa and Lise Getoor} } @mastersthesis {bilgic:phdthesis10, title = {Information Acquisition in Structured Domains}, year = {2010}, month = {August}, school = {University of Maryland - College Park}, type = {phd}, author = {Bilgic, Mustafa} } @conference {chen:nips09-wkshp, title = {Efficient Resource-constrained Retrospective Analysis of Long Video Sequences}, booktitle = {NIPS Workshop on Adaptive Sensing, Active Learning and Experimental Design: Theory, Methods and Applications}, year = {2009}, author = {Chen, Daozheng and Bilgic, Mustafa and Lise Getoor and Jacobs, David} } @conference {bilgic:nips09-wkshp, title = {Link-based Active Learning}, booktitle = {NIPS Workshop on Analyzing Networks and Learning with Graphs}, year = {2009}, author = {Bilgic, Mustafa and Lise Getoor} } @article {bilgic:tkdd09, title = {Reflect and Correct: A Misclassification Prediction Approach to Active Inference}, journal = {ACM Transactions on Knowledge Discovery from Data}, volume = {3}, number = {4}, year = {2009}, month = {November}, pages = {1{\textendash}32}, author = {Bilgic, Mustafa and Lise Getoor} } @article {sen:aimag08, title = {Collective Classification in Network Data}, journal = {AI Magazine}, volume = {29}, number = {3}, year = {2008}, pages = {93{\textendash}106}, author = {Sen, Prithviraj and Namata, Galileo Mark and Bilgic, Mustafa and Lise Getoor and Gallagher, Brian and Eliassi-Rad, Tina} } @conference {bilgic:kdd08, title = {Effective Label Acquisition for Collective Classification}, booktitle = {ACM SIGKDD International Conference on Knowledge Discovery and Data Mining}, year = {2008}, note = {Winner of the KDD{\textquoteright}08 Best Student Paper Award.}, pages = {43{\textendash}51}, author = {Bilgic, Mustafa and Lise Getoor} } @article {kang:tvcg08, title = {Interactive Entity Resolution in Relational Data: A Visual Analytic Tool and Its Evaluation}, journal = {IEEE Transactions on Visualization and Computer Graphics}, volume = {14}, number = {5}, year = {2008}, pages = {999{\textendash}1014}, author = {Kang, Hyunmo and Lise Getoor and Shneiderman, Ben and Bilgic, Mustafa and Licamele, Louis} } @conference {bilgic:icdm07, title = {Combining Collective Classification and Link Prediction}, booktitle = {Workshop on Mining Graphs and Complex Structures at the IEEE International Conference on Data Mining (ICDM-2007)}, year = {2007}, author = {Bilgic, Mustafa and Namata, Galileo Mark and Lise Getoor} } @conference {bilgic:aaai07, title = {VOILA: Efficient Feature-value Acquisition for Classification}, booktitle = {AAAI {\textquoteright}07: Proceedings of the 22nd National Conference on Artificial Intelligence}, year = {2007}, month = {July}, author = {Bilgic, Mustafa and Lise Getoor} } @conference {bilgic:vast06, title = {D-Dupe: An Interactive Tool for Entity Resolution in Social Networks}, booktitle = {Visual Analytics Science and Technology (VAST)}, year = {2006}, month = {October}, address = {Baltimore}, author = {Bilgic, Mustafa and Licamele, Louis and Lise Getoor and Shneiderman, Ben} } @conference {licamele:linkkdd05, title = {Capital and Benefit in Social Networks}, booktitle = {ACM SIGKDD Workshop on Link Analysis and Group Detection (LinkKDD)}, year = {2005}, author = {Licamele, Louis and Bilgic, Mustafa and Lise Getoor and Roussopoulos, Nick} } @conference {bilgic:gd05, title = {D-Dupe: An Interactive Tool for Entity Resolution in Social Networks}, booktitle = {International Symposium on Graph Drawing}, series = {Lecture Notes in Computer Science}, volume = {3843}, year = {2005}, month = {September}, pages = {505{\textendash}507}, publisher = {Springer}, organization = {Springer}, author = {Bilgic, Mustafa and Licamele, Louis and Lise Getoor and Shneiderman, Ben}, editor = {Patrick Healy and Nikola S. Nikolov} }