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Publications Related to Data Mining

  1. Fast Dimensionality Reduction Algorithm with Applications to Document Retrieval & Categorization. George Karypis and Eui-Hong (Sam) Han.  9th International Conference on Information and Knowledge Management (CIKM), pp. 12 - 19, 2000.

  1. Concept Indexing: A Fast Dimensionality Reduction Algorithm with Applications to Document Retrieval & Categorization. George Karypis and Eui-Hong (Sam) Han.  UMN CS TR# 00-016, 2000.

  1. A Comparison of Document Clustering Techniques. Michael Steinbach, George Karypis and Vipin Kumar.  KDD Workshop on Text Mining, 2000.

  1. Centroid-Based Document Classification: Analysis & Experimental Results. Eui-Hong (Sam) Han and George Karypis.  4th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), pp. 424 - 431, 2000.

  1. Scalabale Parallel Data Mining for Association Rules. Eui-Hong (Sam) Han, George Karypis and Vipin Kumar.  IEEE Transactions on Knowledge and Data Engineering, Vol. 12, No. 3, pp337 - 352, 2000.

  1. Document Categorization and Query Generation on the World Wide Web Using WebACE. D. Boley, M. Gini, R. Gross, E. Han, K. Hastings, G. Karypis, V. Kumar, B. Mobasher, and J. Moore.  AI Review, Vol. 11, pp 365 - 391, 1999.

  1. A Universal Formulation of Sequential Patterns. Mahesh Joshi, George Karypis, and Vipin Kumar.  UMN CS 99-021, 1999.

  1. Multilevel Refinement for Hierarchical Clustering. George Karypis, Eui-Hong (Sam) Han, and Vipin Kumar.  UMN CS 99-020, 1999.

  1. CHAMELEON: A Hierarchical Clustering Algorithm Using Dynamic Modeling. George Karypis, Eui-Hong Han, Vipin Kumar.  IEEE Computer 32(8): 68-75, 1999.

  1. ScalParC: A New Scalable and Efficient Parallel Classification Algorithm for Mining Large Datasets. Mahesh Joshi, George Karypis, and Vipin Kumar.  12th Intl. Parallel Processing Symposium, pp. 573 - 579, 1998.

  1. A New Scalable and Efficient Parallel Classification Algorithm for Mining Large Datasets. Mahesh V. Joshi, George Karypis, and Vipin Kumar.  12th Intl. Parallel Processing Symposium, pp. 573 - 579, 1998.

  1. WebACE: A Web Agent for Document Categorization and Exploration. Eui-Hong (Sam) Han, Daniel Boley, Maria Gini, Robert Gross, Kyle Hastings, George Karypis, Vipin Kumar, B. Mobasher, Jerry Moore.  2nd Intl. Conference on Autonomous Agents, pp. 408 - 415, 1997.
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