@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} } @conference {sen:vldb10, title = {Read-Once Functions and Query Evaluation in Probabilistic Databases}, booktitle = {International Conference on Very Large Data Bases}, year = {2010}, author = {Sen, Prithviraj and Deshpande, Amol and Lise Getoor} } @conference {sen:uai09, title = {Bisimulation-based Approximate Lifted Inference}, booktitle = {Uncertainty in Artificial Intelligence}, year = {2009}, author = {Sen, Prithviraj and Deshpande, Amol and Lise Getoor} } @article {sen:vldbj09, title = {PrDB: Managing and Exploiting Rich Correlations in Probabilistic Databases}, journal = {VLDB Journal, special issue on uncertain and probabilistic databases}, year = {2009}, author = {Sen, Prithviraj and Deshpande, Amol and Lise Getoor} } @mastersthesis {sen:thesis09, title = {Representing and Querying Uncertain Data}, year = {2009}, school = {University of Maryland, College Park}, type = {phd}, author = {Sen, Prithviraj} } @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} } @article {sen:dmkd08, title = {Cost-Sensitive Learning with Conditional Markov Networks}, journal = {Data Mining and Knowledge Discovery, Special Issue on Utility Based Data Mining}, volume = {17}, number = {2}, year = {2008}, month = {October}, pages = {136{\textendash}163}, author = {Sen, Prithviraj and Lise Getoor} } @conference {sen:vldb08, title = {Exploiting Shared Correlations in Probabilistic Databases}, booktitle = {International Conference on Very Large Data Bases}, year = {2008}, author = {Sen, Prithviraj and Deshpande, Amol and Lise Getoor} } @unpublished {sen:um-tr07, title = {Link-based Classification}, number = {CS-TR-4858}, year = {2007}, month = {February}, publisher = {University of Maryland}, type = {Technical Report}, author = {Sen, Prithviraj and Lise Getoor} } @conference {sen:dune07, title = {Representing Tuple and Attribute Uncertainty in Probabilistic Databases}, booktitle = {Workshop on Data Mining of Uncertain Data (ICDM)}, year = {2007}, author = {Sen, Prithviraj and Deshpande, Amol and Lise Getoor} } @conference {sen:icde07, title = {Representing and Querying Correlated Tuples in Probabilistic Databases}, booktitle = {International Conference on Data Engineering}, year = {2007}, author = {Sen, Prithviraj and Deshpande, Amol} } @conference {sen:sim_lacs06, title = {Cost-Sensitive Learning with Conditional Markov Networks}, booktitle = {SIAM Data Mining Workshop on Link Analysis, Counterterrorism and Security}, year = {2006}, author = {Sen, Prithviraj and Lise Getoor} } @conference {sen:icml06, title = {Cost-Sensitive Learning with Conditional Markov Networks}, booktitle = {International Conference on Machine Learning}, year = {2006}, author = {Sen, Prithviraj and Lise Getoor} } @conference {sen:srl06, title = {Empirical Comparison of Approximate Inference Algorithms for Networked Data}, booktitle = {ICML Workshop on Statistical Relational Learning (SRL)}, year = {2006}, author = {Sen, Prithviraj and Lise Getoor} } @conference {zhao:sna06, title = {Event Classification and Relationship Labeling in Affiliation Networks}, booktitle = {ICML Workshop on Statistical Network Analysis (SNA)}, year = {2006}, author = {Zhao, Bin and Sen, Prithviraj and Lise Getoor} }