Publications Related to Data Mining

  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.

  1. A Scalable Algorithm for Clustering Sequential Data.

    Valerie Guralnik and George Karypis. 1st IEEE Conference on Data Mining, pp. 179 - 186, 2001.

  1. Gene Classification using Expression Profiles: A Feasibility Study.

    Michihiro Kuramochi and George Karypis. 2nd IEEE International Conference on Bioinformatics and Bioengineering (BIBE), pp. 191-200, 2001.

  1. Parallel Algorithms for Sequence Mining.

    Valerie Guralnik, Nivea Garg, and George Karypis. Euro-Par 2001: 310-320, 2001.

  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.