Presentation Schedule
EE 380L - A Practicum in Data Mining
Spring 2003

• Stochastic models for the Web graph
  R. Kumar, P. Raghavan, S. Rajagopalan, D. Sivakumar, A. Tomkins, and Eli Upfal Proc. of the 41th IEEE Symp. on Foundations of Computer Science.2000
  Selected: Rajalingam Alagesan : 3/4/03
• Hierarchical Bayesian models for applications in information retrieval
  David Blei, Michael Jordan and Andrew Y. Ng Bayesian Statistics 7, (Oxford University Press) 2003
  Selected: Andromache Howe : 3/4/03
  
• A Probabilistic Framework for the Hierarchic Organisation and Classification of Document Collections
  Alexei Vinokourov and Mark Girolami
  BUBL journals: Information Processing and Management, 2002
  Selected: Matt MacMahon : 3/6/03
• Latent Semantic Kernels
  Nello Cristianini and Huma Lodhi and John Shawe-Taylor
  Journal of Intelligent Information Systems, 18:2/3, 127-152, 2002
  Selected: Hyuk Cho : 3/6/03
  
• Learning Approaches for Detecting and Tracking News Events
  Y. Yang et. al., IEEE Intelligen Systems, 14(4):32--43, 1999
  Selected: Kunal : 3/18/03
• Text Classification in a Hierarchical Mixture Model for Small Training Sets
  Kristina Toutanova, Francine Chen, Kris Popat, and Thomas Hofmann
  Proceedings of the Tenth International ACM Conference on Information and Knowledge Management, CIKM 2001
  Selected: Vidya Narayan : 3/18/03
  
• Shaping the Web: Why the politics of search engines matters
  Lucas D. Introna and Helen Nissenbaum.
  Selected: Vidya Narayan : 3/20/03
  
• The missing link - a probabilistic model of document content and hypertext connectivity
  David Cohn and Thomas Hofmann, NIPS-13, 2001
  Selected: Hyuk Cho :3/27/03
• Categorization of web pages and user clustering with mixture of hidden Markov models
  A.Ypma and T.Heskes WEBKDD'02 pp 31-43
  Selected: Matt MacMahon : 3/27/03
  
• The impact of site structure and user environment on session reconstruction in Web usage analysis
  B.Masand , M.Spiliopoulou, J.Srivastava etal Working Notes of the Fourth WebKDD Web Mining for Usage Profiles, Workshop at KDD, pp 115-129, 2002
  Selected: Alexander Y. Liu : 4/17/03
• Topic Distillation at TrecWeb2002
  Tsinghua, City Univ. London, IBM Haifa.
  Selected: Abhinav Sharma 4/17/03
  
• Stumme, G., Hotho, A., & Berendt, B. (2002). Usage Mining for and on the Semantic Web. In Proceedings of the National Science Foundation Workshop on Next Generation Data Mining, Baltimore, Nov. 1-3, 2002. Selected Tabassum : 4/22/03
• LumberJack: Intelligent Discovery and Analysis of Web User Traffic Composition (2002)
  Ed H. Chi, Adam Rosien, Jeffrey Heer WebKDD02
  Selected: Rajalingam Alagesan : 4/22/03
  
• ]Efficient and Anonymous Web-Usage Mining for Web Personalization
  Cyrus Shahabi, Farnoush Banaei-Kashani
  Selected: Abhinav Sharma: 4/24/03
• A critical View of Recommendor Systems
  Andreas Mild and Martin Natter Working Paper No.82 July 2001
  Selected: Alexander Y. Liu: 4/24/03