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Publications Related to Data Mining

  1. An Efficient Algorithm for Discovering Frequent Subgraphs. Michihiro Kuramochi and George Karypis.  IEEE Trans. Knowl. Data Eng. 16(9): 1038-1051, 2004.

  1. Parallel Formulations of a Tree-Projection Based Sequence Discovery Algorithm. Valerie Guralnik and George Karypis.  Parallel Computing 30(4): 443-472, 2004.

  1. Prediction of Contact Maps Using Support Vector Machines. Ying Zhao and George Karypis.  3rd IEEE International Conference on Bioinformatics and Bioengineering (BIBE), pp. 26 - 33, 2003.

  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. Frequent Sub-structure Based Approaches for Classifying Chemical Compounds. Mukund Deshpande, Michihiro Kuramochi, and George Karypis.  3nd IEEE Conference on Data Mining (ICDM), pp. 35-42, 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. Discovering Frequent Geometric Subgraphs. Michihiro Kuramochi and George Karypis.  2nd IEEE Conference on Data Mining (ICDM), pp. 258 - 265, 2002.

  1. SLPMiner: An Algorithm for Finding Frequent Sequential Patterns Using Length Decreasing Support Constraint. Masakazu Seno and George Karypis.  2nd IEEE Conference on Data Mining (ICDM), pp. 418-425, 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. Using Conjunction of Attribute Values for Classification. Mukund Deshpande and George Karypis.  11th Conference of Information and Knowledge Management (CIKM), pp. 356 - 364, 2002.

  1. Automated Approaches for Classifying Structures. Mukund Deshpande, Michihiro Kuramochi, and George Karypis.  SIGKDD Workshop on Bioinformatics, BIOKDD, 2002.
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