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Publications Related to Clustering

  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.

  1. Concept Indexing: A Fast Dimensionality Reduction Algorithm with Applications to Document Retrieval & Categorization. George Karypis and Eui-Hong (Sam) Han.  UMN CS TR# 00-016, 2000.

  1. A Comparison of Document Clustering Techniques. Michael Steinbach, George Karypis and Vipin Kumar.  KDD Workshop on Text Mining, 2000.
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