CS583 reading materials, Spring 2005

Group paper presentation

  1. March 31 - Parallel Mining of Association Rules, by R. Agrawal, J.C. Shafer: IEEE Transactions on Knowledge and Data Engineering, Vul. 8, No. 6, December 1996. [slides]
  2. March 31 - Mining Sequential Patterns, by R. Agrawal and R. Srikant, Proc. of the Int'l Conference on Data Engineering (ICDE), Taipei, Taiwan, March 1995. [slides]
  3. April 5 - Efficiently Mining Long Patterns from Databases, by R. J. Bayardo Jr., Proc. of the ACM SIGMOD Conference on Management of Data, Seattle, Washington, 85-93, June 1998. [slides]
  4. April 5 - Mining Frequent Patterns without Candidate Generation (PDF), by J. Han, J. Pei, and Y. Yin, Proc. 2000 ACM-SIGMOD Int. Conf. on Management of Data (SIGMOD'00), Dallas, TX, May 2000. [slides]
  5. April 7 - Integrating Classification and Association Rule Mining, by Bing Liu, Wynne Hsu, Yiming Ma, Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), New York, USA, 1998. [slides]
  6. April 7 - Supervised and unsupervised discretization of continuous features, by James Dougherty, Ron Kohavi, and Mehran Sahami. ML-95. [slides]
  7. April 12 - "BIRCH: An Efficient Data Clustering Method for Very Large Databases", by T. Zhang, R. Ramakrishnan, and M. Livny, SIGMOD96, 103-114. [slides]
  8. April 12 - "RAINFOREST - A Framework for Fast Decision Tree Construction of Large Datasets". by J. E. Gehrke, Raghu Ramakrishnan, and Venkatesh Ganti. In Proceedings of the Twenty-fourth International Conference on Very Large Data Bases, New York, New York, 1998. paper [slides]
  9. April 14 - Pruning and Summarizing the Discovered Associations, by Bing Liu, Wynne Hsu, Yiming Ma, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD-99), August 15-18, 1999, San Diego, CA, USA. [slides]
  10. April 14 - FARMER: Finding Interesting Rule Groups in Microarray Datasets, by Gao Cong, Anthony K. H. Tung, Xin Xu, Feng Pan, and Jiong Yang. 23rd ACM International Conference on Management of Data (SIGMOD'04), 2004, Maison de la Chimie, Paris, France.
  11. [slides]
  12. April 19 - The Anatomy of a Large-Scale Hypertextual Web Search Engine, by Brin-Page, WWW7 / Computer Networks 30(1-7): 107-117 (1998) [slides]
  13. April 19 - Searching the Workplace Web, by Ronald Fagin, Ravi Kumar, Kevin S. McCurley, Jasmine Novak, D.Sivakumar, John Tomlin, David P. Williamson, WWW-2003. [slides]
  14. April 21 - Web Data Extraction Based on Partial Tree Alignment, by Yanhong Zhai, and Bing Liu. To appear in Proceedings of the 14th international World Wide Web conference (WWW-2005), May 10-14, 2005, in Chiba, Japan. [slides]
  15. April 21 - Web-Scale Information Extraction in KnowItAll (Preliminary Results), by O. Etzioni, M. Cafarella, D. Downey, S. Kok, A.-M. Popescu, T. Shaked, S. Soderland, D. S. Weld, A. Yates, WWW-2004. [slides]
  16. April 26 - Parameterized generation of labeled datasets for text categorization based on hierarchical directory, by Dmitry Davidov and Evgeniy Gabrilovich and Shaul Markovitch, SIGIR-04, 2004. [slides]


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By Liu, Bing on Mar 6, 2005.