Bag of Timestamps: A Simple and Efficient Bayesian Chronological Mining

Advances in Data and Web Management. Joint International Conferences, APWeb/WAIM 2009 Suzhou, China, April 2-4, 2009 Proceedings

[1]  Andrew McCallum,et al.  Topics over time: a non-Markov continuous-time model of topical trends , 2006, KDD '06.

[2]  John D. Lafferty,et al.  Dynamic topic models , 2006, ICML.

[3]  Ramesh Nallapati,et al.  Multiscale topic tomography , 2007, KDD '07.

[4]  Andrew McCallum,et al.  Group and topic discovery from relations and text , 2005, LinkKDD '05.

[5]  Michael I. Jordan,et al.  Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..

[6]  J. Lafferty,et al.  Mixed-membership models of scientific publications , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[7]  Mark Steyvers,et al.  Finding scientific topics , 2004, Proceedings of the National Academy of Sciences of the United States of America.