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Publications Related to Text mining

  1. Topic-Driven Clustering for Document Datasets. Ying Zhao and George Karypis.  SIAM International Conference on Data Mining, pp. 358-369, 2005.

  1. Macromolecule Mass Spectrometry: Citation Mining of User Documents. R. N. Kostoff, C. D. Bedford, J. Antonio del Rio, H. D. Cortes, and G. Karypis.  Journal of the American Society for Mass Spectrometry, Vol. 15, No. 3, pp. 281 - 287, 2004.

  1. Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering. Ying Zhao and George Karypis.  Machine Learning, 55, pp. 311-331, 2004.

  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. Finding Functionally Related Genes by Local and Global Analysis of MEDLINE Abstracts. Sigve Nakken, Christopher Kauffman, and George Karypis.  SIGIR04 Bio Workshop: Search and Discovery in Bioinformatics, 2004.

  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. Expert Agreement and Content Based Reranking in a Meta Search Environment using Mearf. Uygar Oztekin, George Karypis, and Vipin Kumar.  11th WWW Conference, pp. 333 - 344, 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. 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. 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.
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