IR-677: (2007) McCallum, A. and Wang, X., "Topic and Role Discovery in Social Networks with Experiments on Enron and Academic Email.," Journal of Artificial Intelligence Research (JAIR), 2007, vol. 30, pp. 249-272. [View Abstract] [View bibtex]
IR-609: (2007) Wang, X., Pal, C. and McCallum, A., "Generalized Component Analysis for Text with Heterogeneous Attributes," Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 794-803, 2007. [View Abstract] [View bibtex]
IR-608: (2007) McCallum, A., Wang, X. and Corrada-Emmanuel, A., "Topic and Role Discovery in Social Networks with Experiments on Enron and Academic Email," Journal of Artificial Intelligence, Volume 30, pp. 249-272, 2007. [View Abstract] [View bibtex]
IR-584: (2007) Wang, X., Pal, C. and McCallum, A., "Undirected and Interpretable Continuous Topic Models of Documents," CIIR Technical Report. [View Abstract] [View bibtex]
IR-549: (2006) Pal, C., Kelm, M., Wang, X., Druck, G. and McCallum, A., "On Discriminative and Semi-Supervised Dimensionality Reduction," a workshop at Advances in Neural Information Processing Systems (NIPS) Workshop on Novel Applications of Dimensionality Reduction, Whistler, BC, Canada, December 9, 2006. [View Abstract] [View bibtex]
IR-539: (2006) Wei, X., Sun, J. and Wang, X., "Dynamic Mixture Models for Multiple Time Series," in the Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 07), pp.2909-2914. [View Abstract] [View bibtex]
IR-535: (2006) McCallum, A., Wang, X. and Mohanty, N., "Joint Group and Topic Discovery from Relations and Text," in Statistical Network Analysis: Models, Issues and New Directions, edited by A. Goldenberg, E. Airoldi, S. Fienberg, A. Zheng, D. Blei and E. Xing, Lecture Notes in Computer Science 4503, pp. 28-44, 2007. [View bibtex]
IR-524: (2007) Wang, X., McCallum, A. and Wei, X., "Topical N-grams: Phrase and Topic Discovery, with an Application to Information Retrieval," Proceedings of the 7th IEEE International Conference on Data Mining, pp. 697-702. [View Abstract] [View bibtex]
IR-519: (2006) Pal, C., Wang, X., Kelm, M. and McCallum, A., "Multi-Conditional Learning for Joint Probability Models with Latent Variables," a Workshop at the 19th Annual Conference on Neural Information Processing Systems Workshop on Advances in Structured Learning for Text and Speech Processing, Whistler British Columbia, Canada. Dec. 9-10, 2005. [View Abstract] [View bibtex]
IR-517: (2006) McCallum, A., Pal, C., Druck, G. and Wang, X., "Multi-Conditional Learning: Generative/Discriminative Training for Clustering and Classification," in the Proceedings of AAAI '06: American Association for Artificial Intelligence National Conference on Artificial Intelligence, pp. 433-439. [View bibtex]
IR-516: (2006) Wang, X., Mohanty, N. and McCallum, A., "Group and Topic Discovery from Relations and Their Attributes," Proceedings of NIPS 2005, pp. 1449-1456. [View Abstract] [View bibtex]
IR-515: (2005) Wang, X. and McCallum, A., "A Note on Topical N-grams," UMass Technical Report UM-CS-2005-071. [View Abstract] [View bibtex]
IR-514: (2006) Wang, X. and McCallum, A., "Topics over Time: A Non-Markov Continuous-Time Model of Topical Trends," in the Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 424-433. [View Abstract] [View bibtex]
IR-513: (2006) Li, W., Wang, X. and McCallum, A., "A Continuous-Time Model of Topic Co-occurrence Trends," Proceedings of the Twenty-First National Conference on Artificial Intelligence, pp. 48-53. [View Abstract] [View bibtex]
IR-438: (2005) Wang, X., Mohanty, N. and McCallum, A., "Group and Topic Discovery from Relations and Text," Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Workshop on Link Discovery: Issues, Approaches and Applications(LinkKDD), pp. 28-35. [View Abstract] [View bibtex]
IR-434: (2005) McCallum, A., Wang, X. and Pal, C., "Predictive Random Fields: Multiway Conditional Probability Models for Clustering," CIIR Technical Report, CmpSci Technical Report UM-CS-2005-053. [View Abstract] [View bibtex]
IR-406: (2005) McCallum, A., Corrada-Emmanuel, A. and Wang, X., "Topic and Role Discovery in Social Networks," Proceedings of Nineteenth International Joint Conference on Artificial Intelligence, pp.786-791. [View Abstract] [View bibtex]
IR-381: (2004) McCallum, A., Corrada-Emmanuel, A. and Wang, X., "The Author-Recipient-Topic Model for Topic and Role Discovery in Social Networks," CIIR Technical Report. [View Abstract] [View bibtex]