Publications

Books and Chapters

1. Indrajit Bhattacharya and Lise Getoor. Entity Resolution in Graphs, Accepted bookchapter to Mining Graph Data editted by Diane Cook and Larry Holder, to appear.

Papers

1. Indrajit Bhattachary and Lise Getoor. A Latent Dirichlet Model for Unsupervised Entity Resolution. UMD Tech Report CSTR-4740. August, 2005.
2. M. Fayzullin, V.S. Subrahmanian, M.Albanese, C Cesarano and A. Picariello, Story Creation from Heterogeneous Data Sources, accepted for publication in Multimedia Tools & Applications Journal, Kluwer, 2005, 30 pages.
3. Lise Getoor and John Grant. PRL: A Probabilistic Relational Language. accepted to the Machine Learning Journal, to appear.

Refereed Conference Papers

1. M. Fayzullin, V.S. Subrahmanian, M. Albanese, C. Cesarano and A. Picariello. STORY: Architecture of a system to create stories about Pompeii and other applications, Proc. 10th Intl. Workshop on Multimedia Information Systems (MIS 2004), pages 2--13, Aug. 2004.
2. Louis Licamele, Mustafa Bilgic, Lise Getoor and Nick Roussopoulos. Capital and Benefit in Social Networks, 11th ACM SIGKDD Workshop on Link Discovery: Issues, Approaches and Applications (LinkKDD-2005). August, 2005.
3. Indrajit Bhattacharya and Lise Getoor, Relational Clustering for Multi-type Entity Resolution, The 11th ACM SIGKDD Workshop on Multi Relational Data Mining (MRDM-05). August, 2005.
4. Mustafa Bilgic, Louis Licamele, Lise Getoor and Ben Shneiderman. D-Dupe: An Interactive Tool for Entity Resolution in Social Networks, Poster at 13th Interantional Symposium on Graph Drawing. Limerick, Ireland. September, 2005.
5. Lisa Singh, Lise Getoor and Louis Licamele. Pruning Social Networks Using Structural Properties and Descriptive Attributes, International Conference on Data Mining. New Orleans, LA. November, 2005.
6. O. Udrea, Y. Deng, E. Hung and V.S. Subrahmanian. "Probabilistic ontologies and relational databases", to appear in Proc. 2005 Intl. Conference on Ontologies, Databases and Semantics, Oct/Nov. 2005, Agia Napa, Cyprus.
7. Marie desJardins, Priyang Rathod and Lise Getoor. Bayesian Network Learning with Abstraction Hierarchies and Context-Specific Independence. 16th European Conference on Machine Learning (ECML). Porto, Portugal. October, 2005.