Publications Related to Data mining

  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.

  1. Discovering Frequent Geometric Subgraphs.

    Michihiro Kuramochi and George Karypis. 2nd IEEE Conference on Data Mining (ICDM), pp. 258 - 265, 2002.

  1. SLPMiner: An Algorithm for Finding Frequent Sequential Patterns Using Length Decreasing Support Constraint.

    Masakazu Seno and George Karypis. 2nd IEEE Conference on Data Mining (ICDM), pp. 418-425, 2002.

  1. Evaluation of Hierarchical Clustering Algorithms for Document Datasets.

    Ying Zhao and George Karypis. 11th Conference of Information and Knowledge Management (CIKM), pp. 515-524, 2002.

  1. Using Conjunction of Attribute Values for Classification.

    Mukund Deshpande and George Karypis. 11th Conference of Information and Knowledge Management (CIKM), pp. 356 - 364, 2002.

  1. Automated Approaches for Classifying Structures.

    Mukund Deshpande, Michihiro Kuramochi, and George Karypis. SIGKDD Workshop on Bioinformatics, BIOKDD, 2002.

  1. Evaluation of Techniques for Classifying Biological Sequences.

    Mukund Deshpande and George Karypis. 6th Pacific-Asia Conference on Knowledge Discovery (PAKDD), pp. 417-431, 2002.

  1. Criterion Functions for Document Clustering: Experiments and Analysis.

    Ying Zhao and George Karypis. UMN CS 01-040, 2001.

  1. LPMiner: An Algorithm for Finding Frequent Itemsets Using Length Decreasing Support Constraint.

    Masakazu Seno and George Karypis. 1st IEEE Conference on Data Mining, pp. 505-512, 2001.