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

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Author Title [ Year(Asc)]
Filters: Author is Deshpande, Amol  [Clear All Filters]
2014
W. Eldin Moustafa, Kimmig, A., Deshpande, A., and Getoor, L., “Subgraph Pattern Matching over Uncertain Graphs with Identity Linkage Uncertainty”, in International Conference on Data Engineering (ICDE), 2014.PDF icon ICDE14_conf_full_374.pdf (1.57 MB)
2012
W. Eldin Moustafa, Deshpande, A., and Getoor, L., “Ego-centric Graph Pattern Census”, in International Conference on Data Engineering (ICDE), 2012.PDF icon moustafaicde.pdf (2.27 MB)
2011
W. Moustafa, Namata, G., Deshpande, A., and Getoor, L., “Declarative Analysis of Noisy Information Networks”, in ICDE Workshop on GDM, 2011.PDF icon moustafa-gdm11.pdf (1.55 MB)
2010
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)
2009
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)
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)
2008
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)
2007
H. Haidarian-Shahri, Namata, G. Mark, Navlakha, S., Deshpande, A., and Roussopoulos, N., “A Graph-based Approach to Vehicle Tracking in Traffic Camera Video Streams”, in 4th International Workshop on Data Management for Sensor Networks, 2007.PDF icon dmsn07.pdf (576.07 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 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)