CIIR publications authored by Ron Bekkerman


IR-646: (2008) Bekkerman, R., "Combinatorial Markov Random Fields and their Applications to Information Organization," PhD Thesis, Center for Intelligent Information Retrieval, University of Massachusetts Amherst, 2008. [View Abstract] [View bibtex]

IR-578: (2008) Bekkerman, R. and Crammer, K., "One-Class Clustering of Text Collections," Proceedings of EMNLP, Honolulu, Hawaii, pp. 41-50. [View Abstract] [View bibtex]

IR-552: (2006) Bekkerman, R. and Jeon, J., "Multi-modal Clustering for Multimedia Collections," in the electronic Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. [View Abstract] [View bibtex]

IR-530: (2006) Bekkerman, R.,  Raghavan, H.,  Allan, J. and Eguchi, K., "Interactive Clustering of Text Collections According to a User-Specified Criterion," in the Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 07), pp.684-689. [View Abstract] [View bibtex]

IR-526: (2006) Bekkerman, R. and Sahami, M., "Semi-supervised Clustering using Combinatorial MRFs," a workshop on Learning in Structured Output Spaces, held in conjunction with the 23rd International Conference on Machine Learning (ICML 2006), Pittsburgh, Pennsylvania, 2006. [View Abstract] [View bibtex]

IR-499: (2006) Bekkerman, R.,  Sahami, M. and Learned-Miller, E., "Combinatorial Markov Random Fields," in the Proceedings of the 17th European Conferenceon Machine Learning (ECML 2006), pp. 30-41. [View Abstract] [View bibtex]

IR-482: (2006) Bekkerman, R.,  Zilberstein, S. and Allan, J., "Web Page Clustering using Heuristic Search in the Web Graph," in the Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 07), pp.2280-2285. [View Abstract] [View bibtex]

IR-472: (2006) Bekkerman, R.,  Eguchi, K. and Allan, J., "Unsupervised Non-topical Classification of Documents," CIIR Technical Report. [View Abstract] [View bibtex]

IR-427: (2005) Bekkerman, R.,  El-Yaniv, R. and McCallum, A., "Multi-Way Distributional Clustering via Pairwise Interactions," the Proceedings of ICML 2005 conference, pp.41-48. [View Abstract] [View bibtex]

IR-418: (2005) Bekkerman, R.,  McCallum, A. and Huang, G., "Automatic Categorization of Email into Folders: Benchmark Experiments on Enron and SRI Corpora," CIIR Technical Report. [View Abstract] [View bibtex]

IR-408: (2005) Bekkerman, R. and Allan, J., "Using Bigrams in Text Categorization,," CIIR Technical Report. [View Abstract] [View bibtex]

IR-382: (2005) Bekkerman, R. and McCallum, A., "Disambiguating Web Appearances of People in a Social Network," Proceedings of the 14th International World Wide Web Conference 2005, pp.463-470. [View Abstract] [View bibtex]

IR-374: (2004) Culotta, A.,  Bekkerman, R. and McCallum, A., "Extracting social networks and contact information from email and the Web," the electronic Proceedings of the First Conference on Email and Spam (CEAS), http://www.ceas.cc/. [View Abstract] [View bibtex]