Publications Related to Data Mining

  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.

  1. Frequent Subgraph Discovery.

    Michihiro Kuramochi and George Karypis. 1st IEEE Conference on Data Mining, pp. 313-320, 2001.

  1. Efficient Algorithms for Creating Product Catalogs.

    Michael Steinbach, George Karypis and Vipin Kumar. WebMining Workshop at SIAM 1st Data Mining Conference, 2001.

  1. Selective Markov Models for Predicting Web-Page Accesses.

    Mukund Deshpande and George Karypis. 1st SIAM Conference on Data Mining, 2001.

  1. Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification.

    Eui-Hong (Sam) Han, George Karypis and Vipin Kumar. 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), pp.53-65, 2001.

  1. A Scalable Algorithm for Clustering Protein Sequences.

    Valerie Guralnik and George Karypis. SIGKDD Workshop on Bioinformatics, BIOKDD, 2001.