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Complete list of publications

  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. GREW: A Scalable Frequent Subgraph Discovery Algorithm.

    Michihiro Kuramochi and George Karypis. 4th IEEE Conference on Data Mining (ICDM), pp. 439-442, 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. Efficient Closed Pattern Mining in the Presence of Tough Block Constraints.

    Krishna Gade, Jianyong Wang, and George Karypis. 10th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2004.

  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. 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. Item-Based Top-N Recommendation Algorithms.

    Mukund Deshpande and George Karypis. ACM Transactions on Information Systems. Volume 22, Issue 1, pp. 143 - 177, 2004.

  1. Multi-Resource Aware Partitioning Algorithms for FPGAs with Heterogeneous Resources.

    Navaratnasothie Selvakkumaran, Abhishek Ranjan, Salil Raje, and George Karypis. 41st Design Automation Conference, pp. 741-746, 2004.