Publications Related to Data mining

  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.

  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.

  1. Scalabale Parallel Data Mining for Association Rules.

    Eui-Hong (Sam) Han, George Karypis and Vipin Kumar. ACM-SIGMOD Intl. Conference on Management of Data, pp. 277 - 288, 1997.

  1. Clustering Based On Association Rule Hypergraphs.

    Eui-Hong (Sam) Han, George Karypis, Vipin Kumar and Bamshad Mobasher. Workshop on Research Issues on Data Mining and Knowledge Discovery, 1997.