Publications Related to Data mining

  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. 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.