Publications: 2003

1. Text Mining with Information Extraction
   [Details] [PDF]
   Raymond J. Mooney and Un Yong Nahm
   In W. Daelemans and T. du Plessis and C. Snyman and L. Teck, editors, Multilingualism and Electronic Language Management: Proceedings of the 4th International MIDP Colloquium, 141-160, Bloemfontein, South Africa, September 2003. Van Schaik: South Africa.
2. Learnable Similarity Functions and Their Applications to Record Linkage and Clustering
   [Details] [PDF]
   Mikhail Bilenko
   2003. Doctoral Dissertation Proposal, University of Texas at Austin.
3. Creating Diverse Ensemble Classifiers
   [Details] [PDF]
   Prem Melville
   Technical Report UT-AI-TR-03-306, Department of Computer Sciences, University of Texas at Austin, December 2003. Ph.D. proposal.
4. Adaptive Name-Matching in Information Integration
   [Details] [PDF]
   Mikhail Bilenko, William W. Cohen, Stephen Fienberg, Raymond J. Mooney, and Pradeep Ravikumar
   IEEE Intelligent Systems, 18(5):16-23, 2003.
5. Integrating Top-down and Bottom-up Approaches in Inductive Logic Programming: Applications in Natural Language Processing and Relational Data Mining
   [Details] [PDF]
   Lappoon R. Tang
   PhD Thesis, Department of Computer Sciences, University of Texas, Austin, TX, August 2003.
6. On Evaluation and Training-Set Construction for Duplicate Detection
   [Details] [PDF]
   Mikhail Bilenko and Raymond J. Mooney
   In Proceedings of the KDD-03 Workshop on Data Cleaning, Record Linkage, and Object Consolidation, 7-12, Washington, DC, August 2003.
7. Scaling Up ILP to Large Examples: Results on Link Discovery for Counter-Terrorism
   [Details] [PDF]
   Lappoon R. Tang, Raymond J. Mooney, and Prem Melville
   In Proceedings of the KDD-2003 Workshop on Multi-Relational Data Mining (MRDM-2003), 107--121, Washington DC, August 2003.
8. Adaptive Duplicate Detection Using Learnable String Similarity Measures
   [Details] [PDF]
   Mikhail Bilenko and Raymond J. Mooney
   In Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2003), 39-48, Washington, DC, August 2003.
9. Learning to Extract Proteins and their Interactions from Medline Abstracts
   [Details] [PDF]
   Razvan Bunescu, Ruifang Ge, Rohit J. Kate, Raymond J. Mooney, Yuk Wah Wong, Edward M. Marcotte, and Arun Kumar Ramani
   In Proceedings of the ICML-03 Workshop on Machine Learning in Bioinformatics, 46-53, Washington, DC, August 2003.
10. Comparing and Unifying Search-Based and Similarity-Based Approaches to Semi-Supervised Clustering
    [Details] [PDF]
    Sugato Basu, Mikhail Bilenko, and Raymond J. Mooney
    In Proceedings of the ICML-2003 Workshop on the Continuum from Labeled to Unlabeled Data in Machine Learning and Data Mining, 42-49, Washington, DC, 2003.
11. Bottom-Up Relational Learning of Pattern Matching Rules for Information Extraction
    [Details] [PDF]
    Mary Elaine Califf and Raymond J. Mooney
    Journal of Machine Learning Research:177-210, 2003.
12. Employing Trainable String Similarity Metrics for Information Integration
    [Details] [PDF]
    Mikhail Bilenko and Raymond J. Mooney
    In Proceedings of the IJCAI-03 Workshop on Information Integration on the Web, 67-72, Acapulco, Mexico, August 2003.
13. Constructing Diverse Classifier Ensembles Using Artificial Training Examples
    [Details] [PDF]
    Prem Melville and Raymond J. Mooney
    In Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence (IJCAI-2003), 505-510, Acapulco, Mexico, August 2003.
14. Acquiring Word-Meaning Mappings for Natural Language Interfaces
    [Details] [PDF]
    Cynthia A. Thompson and Raymond J. Mooney
    Journal of Artificial Intelligence Research, 18:1-44, 2003.
15. Associative Anaphora Resolution: A Web-Based Approach
    [Details] [PDF]
    Razvan Bunescu
    In Proceedings of the EACL-2003 Workshop on the Computational Treatment of Anaphora, 47-52, Budapest, Hungary, 2003.
16. Machine Learning
    [Details] [PDF]
    Raymond J. Mooney
    New York, NY, 2003. McGraw-Hill.