Publications Related to Data Mining

  1. BAMBOO: Itemset Mining by Deeply Pushing the Length-Decreasing Support Constraint.

    Jianyong Wang and George Karypis. SIAM International Conference on Data Mining, 2004.

  1. Finding Frequent Patterns in a Large Sparse Graph.

    Michihiro Kuramochi and George Karypis. SIAM International Conference on Data Mining, 2004.

  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.