Publications Related to Classification

  1. Weight Adjustment Schemes for a Centroid-based Classifier.

    Shrikanth Shankar and George Karypis. KDD Workshop on Text Mining, 2000.

  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. 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. 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. 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.

  1. Web Page Categorization and Feature Selection Using Association Rule and Principal Component Clustering.

    J. Moore, E. Han, D. Boley, M. Gini, R. Gross, K. Hastings, G. Karypis, V. Kumar, B. Mobasher. 7th Workshop on Information Technologies and Systems, 1997.