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Publications Related to Data Mining

  1. SUMMARY: Efficient Summarizing Transactions for Clustering.

    Jianyong Wang and George Karypis. 4th IEEE Conference on Data Mining (ICDM), pp. 241-248, 2004.

  1. gCLUTO: An Interactive Clustering, Visualization, and Analysis System.

    Matt Rasmussen and George Karypis. UMN-CS TR-04-021, 2004.

  1. Efficient Closed Pattern Mining in the Presence of Tough Block Constraints.

    Krishna Gade, Jianyong Wang, and George Karypis. 10th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2004.

  1. BAMBOO: Itemset Mining by Deeply Pushing the Length-Decreasing Support Constraint.

    Jianyong Wang and George Karypis. SIAM International Conference on Data Mining, 2004.

  1. Finding Frequent Patterns in a Large Sparse Graph.

    Michihiro Kuramochi and George Karypis. SIAM International Conference on Data Mining, 2004.

  1. An Efficient Algorithm for Discovering Frequent Subgraphs.

    Michihiro Kuramochi and George Karypis. IEEE Trans. Knowl. Data Eng. 16(9): 1038-1051, 2004.

  1. Parallel Formulations of a Tree-Projection Based Sequence Discovery Algorithm.

    Valerie Guralnik and George Karypis. Parallel Computing 30(4): 443-472, 2004.

  1. Prediction of Contact Maps Using Support Vector Machines.

    Ying Zhao and George Karypis. 3rd IEEE International Conference on Bioinformatics and Bioengineering (BIBE), pp. 26 - 33, 2003.

  1. wCLUTO: A Web-enabled Clustering Toolkit.

    Matthew Rasmussen, Mukund Deshpande, George Karypis, James Johnson, John Crow, Ernest Retzel. Plant Physiology, Vol. 133, pp. 510 - 516, 2003.

  1. Frequent Sub-structure Based Approaches for Classifying Chemical Compounds.

    Mukund Deshpande, Michihiro Kuramochi, and George Karypis. 3nd IEEE Conference on Data Mining (ICDM), pp. 35-42, 2003.

  1. Clustering in Life Sciences.

    Ying Zhao and George Karypis. In <em>Functional Genomics: Methods and Protocols</em>, M. Brownstein, A. Khodursky and D. Conniffe (editors). Humana Press, 2003.

  1. Intelligent Metasearch Engine for Knowledge Management.

    Eui-Hong (Sam) Han, George Karypis, Doug Mewhort, and Keith Hatchard. 12th Conference of Information and Knowledge Management, pp. 492-495, 2003.