Publications Related to Clustering

  1. Soft Clustering Criterion Functions for Partitional Document Clustering.

    Ying Zhao and George Karypis. 13th Conference of Information and Knowledge Management (CIKM), pp. 246-247, 2004.

  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. 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. 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. Improved Precatogorized Collection Retrieval by Using Supervised Term Weighting Schemes.

    Ying Zhao and George Karypis. IEEE International Conference on Information Technology Coding and Computing, pp. 16 - 21,, 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. Criterion Functions for Document Clustering: Experiments and Analysis.

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