Archived Publications (Latest: https://linqs.github.io/linqs-website/publications/)

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R
P. Sen, “Representing and Querying Uncertain Data”, University of Maryland, College Park, 2009.PDF icon thesis.pdf (1.12 MB)
P. Sen and Deshpande, A., “Representing and Querying Correlated Tuples in Probabilistic Databases”, in International Conference on Data Engineering, 2007.PDF icon icde07_final.pdf (309.63 KB)
P. Sen, Deshpande, A., and Getoor, L., “Representing Tuple and Attribute Uncertainty in Probabilistic Databases”, in Workshop on Data Mining of Uncertain Data (ICDM), 2007.PDF icon dune07.pdf (176.67 KB)
P. Sen, Deshpande, A., and Getoor, L., “Read-Once Functions and Query Evaluation in Probabilistic Databases”, in International Conference on Very Large Data Bases, 2010.PDF icon draft.pdf (322 KB)
P
P. Sen, Deshpande, A., and Getoor, L., “PrDB: Managing and Exploiting Rich Correlations in Probabilistic Databases”, VLDB Journal, special issue on uncertain and probabilistic databases, 2009.PDF icon sen-vldbj09.pdf (1.12 MB)
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P. Sen and Getoor, L., “Link-based Classification”. University of Maryland, 2007.PDF icon senum-tr07.pdf (511.11 KB)
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P. Sen, Deshpande, A., and Getoor, L., “Exploiting Shared Correlations in Probabilistic Databases”, in International Conference on Very Large Data Bases, 2008.PDF icon sen-vldb08.pdf (232.29 KB)
B. Zhao, Sen, P., and Getoor, L., “Event Classification and Relationship Labeling in Affiliation Networks”, in ICML Workshop on Statistical Network Analysis (SNA), 2006.PDF icon zhaosna06.pdf (360.25 KB)
P. Sen and Getoor, L., “Empirical Comparison of Approximate Inference Algorithms for Networked Data”, in ICML Workshop on Statistical Relational Learning (SRL), 2006.PDF icon sensrl06.pdf (225.32 KB)
C
P. Sen and Getoor, L., “Cost-Sensitive Learning with Conditional Markov Networks”, Data Mining and Knowledge Discovery, Special Issue on Utility Based Data Mining, vol. 17, pp. 136–163, 2008.PDF icon draft.pdf (424.09 KB)
P. Sen and Getoor, L., “Cost-Sensitive Learning with Conditional Markov Networks”, in SIAM Data Mining Workshop on Link Analysis, Counterterrorism and Security, 2006.PDF icon sensiam_lacs06.pdf (137.37 KB)
P. Sen and Getoor, L., “Cost-Sensitive Learning with Conditional Markov Networks”, in International Conference on Machine Learning, 2006.PDF icon senicml06.pdf (118.33 KB)
P. Sen, Namata, G. Mark, Bilgic, M., Getoor, L., Gallagher, B., and Eliassi-Rad, T., “Collective Classification in Network Data”, AI Magazine, vol. 29, pp. 93–106, 2008.PDF icon sen-aimag08.pdf (497.82 KB)
P. Sen, Namata, G. Mark, Bilgic, M., and Getoor, L., “Collective Classification”, Encyclopedia of Machine Learning, 2010.
B
P. Sen, Deshpande, A., and Getoor, L., “Bisimulation-based Approximate Lifted Inference”, in Uncertainty in Artificial Intelligence, 2009.PDF icon uai09.pdf (240.89 KB)