Publications

Export 319 results:
Author Title [ Year(Desc)]
2006
V. Sehgal, Getoor, L., and Viechnicki, P., Entity Resolution in Geospatial Data Integration, in ACM GIS, 2006.
I. Bhattacharya and Getoor, L., Entity Resolution in Social Networks, in International Sunbelt Social Network Conference (Sunbelt XXVI), 2006.
I. Bhattacharya and Getoor, L., Entity Resolutions in Graphs, 1st ed., vol. 1. Wiley, 2006, p. 311--344.PDF icon bhattacharya-book06.pdf (482.5 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)
R. Islamaj, Getoor, L., and W. Wilbur, J., Feature Generation Algorithm: an Application to Splice Site Prediction, in Knowledge Discovery in Databases: PKDD 2006, Berlin, Germany, 2006, vol. 4213, pp. 553-560.PDF icon rezarta-pkdd.pdf (163.92 KB)
R. Islamaj, Getoor, L., and W. Wilbur, J., A Feature Generation Algorithm for Sequences with Application to Splice Site Prediction, in International Workshop on Feature Selection for Data Mining (FSDM), Bethesda, Maryland, 2006.
G. Mark Namata, Getoor, L., and Diehl, C., Inferring Organizational Titles in Online Communications, in ICML Workshop on Statistical Network Analysis, 2006.PDF icon icml2006_ExtAbst.pdf (72.39 KB)
L. Getoor, An Introduction to Probabilistic Graphical Models for Relational Data, Data Engineering Bulletin, vol. 29, 2006.
I. Bhattacharya and Getoor, L., A Latent Dirichlet Model for Unsupervised Entity Resolution, in SIAM Conference on Data Mining (SDM), 2006.PDF icon bhattacharyasdm06.pdf (209.24 KB)
C. Diehl, Getoor, L., and Namata, G. Mark, Name Reference Resolution in Organizational Email Archives, in SIAM Conference on Data Mining (SDM), 2006.PDF icon diehlsdm06.pdf (971.2 KB)
L. Getoor and Grant, J., PRL: A Logical Approach to Probabilistic Relational Models, Machine Learning Journal, vol. 62, 2006.PDF icon getoor-mlj06.pdf (685.04 KB)
L. Licamele and Getoor, L., Predicting Protein-Protein Interactions Using Relational Features, in ICML Workshop on Statistical Network Analysis, 2006.
I. Bhattacharya, Licamele, L., and Getoor, L., Query-Time Entity Resolution, in ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006.PDF icon kdd06.pdf (183.45 KB)
I. Bhattacharya, Licamele, L., and Getoor, L., Relational Clustering for Entity Resolution Queries, in ICML Workshop on Statistical Relational Learning (SRL), 2006.PDF icon bhattacharyaicml06-wkshp.pdf (195.79 KB)
L. Licamele and Getoor, L., Social Capital in Friendship-Event Networks, in IEEE International Conference on Data Mining (ICDM), 2006.
G. Piatetsky-Shapiro, Grossman, R., Djeraba, C., Feldman, R., Getoor, L., and Zaki, M., Is there a grand challenge or X-prize for data mining?, in 12th International Conference on Knowledge Discovery and Data Mining, 2006.
2007
H. Kang, Getoor, L., and Singh, L., C-GROUP: A Visual Analytic Tool for Pairwise Analysis of Dynamic Group Membership, in Visual Analytics Science and Technology (VAST), 2007.PDF icon vast07-kang.pdf (663.26 KB)
R. Islamaj, Getoor, L., and W. Wilbur, J., Characterizing RNA secondary-structure features and their effects on splice-site prediction, in IEEE ICDM Workshop on Mining and Management of Biological Data, 2007.
I. Bhattacharya and Getoor, L., Collective Entity Resolution In Relational Data, ACM Transactions on Knowledge Discovery from Data, vol. 1, pp. 1-36, 2007.PDF icon bhattacharya-tkdd.pdf (346.13 KB)
M. Bilgic, Namata, G. Mark, and Getoor, L., Combining Collective Classification and Link Prediction, in Workshop on Mining Graphs and Complex Structures at the IEEE International Conference on Data Mining (ICDM-2007), 2007.PDF icon mgcs07.pdf (105.13 KB)
O. Udrea and Getoor, L., Combining statistical and logical inference for ontology alignment, in Workshop on Semantic Web for Collaborative Knowledge Acquisition at the International Joint Conference on Artificial Intelligence, 2007.
G. Mark Namata, Staats, B., Getoor, L., and Shneiderman, B., A Dual-View Approach to Interactive Network Visualization, in ACM Conference on Information and Knowledge Management, 2007.PDF icon cikm0671-namata.pdf (376.54 KB)
R. Islamaj, Getoor, L., W. Wilbur, J., and Mount, S., Features generated for computational splice-site prediction correspond to functional elements, BMC Bioinformatics, vol. 8, 2007.
H. Kang, Sehgal, V., and Getoor, L., GeoDDupe: A Novel Interface for Interactive Entity Resolution in Geospatial Data, in International Conference on Information Visualization, 2007.PDF icon kangiv07.pdf (1.34 MB)
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)
D. Koller, Friedman, N., Getoor, L., and Taskar, B., Graphical Models in a Nutshell, 1st ed., vol. 1. MIT Press, 2007, p. 13--55.PDF icon koller-book07.pdf (513.11 KB)
O. Udrea, Getoor, L., and Miller, R., HOMER: Ontology Alignment Visualization and Analysis. 2007.PDF icon getoor-homer07.pdf (125.38 KB)
O. Udrea, Miller, R., and Getoor, L., HOMER: Ontology visualization and analysis, in Demo Presentation at International Semantic Web Conference (ISWC), 2007.PDF icon homer.pdf (125.38 KB)
L. Singh and Getoor, L., Increasing the predictive power of affiliation networks., IEEE Data Engineering Bulletin, vol. 30, 2007.PDF icon singh.pdf (87.94 KB)
L. Getoor and Taskar, B., Introduction to Statistical Relational Learning. The MIT Press, 2007.
O. Udrea, Getoor, L., and Miller, R., Leveraging Data and Structure in Ontology Integration, in Proceedings of ACM-SIGMOD 2007 International Conference on Management, 2007, pp. 449–460.PDF icon p449.pdf (509.48 KB)
P. Sen and Getoor, L., Link-based Classification. University of Maryland, 2007.PDF icon senum-tr07.pdf (511.11 KB)
I. Bhattacharya and Getoor, L., Online Collective Entity Resolution, in The 22nd National Conference on Artificial Intelligence (NECTAR Track), 2007.PDF icon nectar07.pdf (395.24 KB)
E. Zheleva and Getoor, L., Preserving the Privacy of Sensitive Relationships in Graph Data, in First ACM SIGKDD Workshop on Privacy, Security, and Trust in KDD (PinKDD 2007), 2007.PDF icon zheleva-pinkdd07.pdf (373.86 KB)
E. Hung, Getoor, L., and Subrahmanian, V. S., Probabilistic Interval XML, ACM Transactions on Computational Logic (TOCL), 2007.
L. Getoor, Friedman, N., Koller, D., Pfeffer, A., and Taskar, B., Probabilistic Relational Models, 1st ed., vol. 1. MIT Press, 2007, p. 129--174.PDF icon getoor-book07.pdf (648.15 KB)
I. Bhattacharya and Getoor, L., Query-time Entity Resolution, Journal of Artificial Intelligence Research (JAIR), vol. 30, pp. 621–657, 2007.PDF icon bhattacharya07a.pdf (309.63 KB)
C. Diehl, Namata, G. Mark, and Getoor, L., Relationship Identification for Social Network Discovery, in AAAI '07: Proceedings of the 22nd National Conference on Artificial Intelligence, 2007.PDF icon diehl-aaai07.pdf (139.6 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)
R. Islamaj, Getoor, L., W. Wilbur, J., and Mount, S., SplicePort - An interactive splice-site analysis tool, Nucleic Acids Research, 2007.PDF icon dogan-nar.pdf (1.34 MB)
M. Bilgic and Getoor, L., VOILA: Efficient Feature-value Acquisition for Classification, in AAAI '07: Proceedings of the 22nd National Conference on Artificial Intelligence, 2007.PDF icon bilgic-aaai07.pdf (220.47 KB)
H. Kang, Getoor, L., and Singh, L., Visual Analysis of Dynamic Group Membership in Temporal Social Networks, SIGKDD Explorations, Special Issue on Visual Analytics, vol. 9, pp. 13-21, 2007.PDF icon 2_kang-CGROUP_1207.pdf (1.48 MB)
L. Singh, Beard, M., Getoor, L., and M. Blake, B., Visual mining of multi-modal social networks at different abstraction levelsx, in L. Singh, M. Beard, L. Getoor, M. Blake. Visual mining of multi-modal social networks at different abstraction levels. IEEE Conference on Information Visualization - Symposium of Visual Data Mining (IV-VDM), 2007.PDF icon singh2007IV.pdf (809.15 KB)
2008
R. Islamaj, Getoor, L., and Wilbur, J., A Feature Generation Algorithm with Applications to Biological Sequence Classification, 1st ed., vol. 1. Chapman and Hall/CRC Press, 2008, p. 355--376.PDF icon islamaj-book08.pdf (3.09 MB)
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)
I. Bhattacharya and Getoor, L., Collective Relational Clustering, 1st ed., vol. 1. Chapman and Hall, 2008, pp. 221-244.PDF icon bhattacharya-book08.pdf (10.39 MB)
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)
M. Bilgic and Getoor, L., Effective Label Acquisition for Collective Classification, in ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008, pp. 43–51.PDF icon bilgic-kdd08.pdf (758.14 KB)
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)

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