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Data Mining

Here is a list of publications that are related to our data mining research.

  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. When being Weak is Brave: Privacy Issues in Recommender Systems.

    N. Ramakrishnan, B. J. Keller, B. J. Mirza, A. Y. Grama, and G. Karypis. IEEE Internet Computing, 54 - 62, Vol 5, No. 6, 2001.

  1. Item-Based Collaborative Filtering Recommendation Algorithms.

    Badrul Sarwar, George Karypis, Joseph Konstan, and John Riedl. WWW10, pp. 285 - 295, 2001.

  1. Evaluation of Item-Based Top-N Recommendation Algorithms.

    George Karypis. 10th Conference of Information and Knowledge Management (CIKM), pp. 247 - 254, 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.