Publications Related to Pattern discovery

  1. Finding Frequent Patterns in a Large Sparse Graph.

    Michihiro Kuramochi and George Karypis. Data Mining and Knowledge Discovery, 11(3): 243-271, 2005.

  1. HARMONY: Efficiently Mining the Best Rules for Classification.

    Jianyong Wang and George Karypis. SIAM International Conference on Data Mining, pp. 205--216, 2005.

  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. 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. Parallel Formulations of a Tree-Projection Based Sequence Discovery Algorithm.

    Valerie Guralnik and George Karypis. Parallel Computing 30(4): 443-472, 2004.

  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. LPMiner: An Algorithm for Finding Frequent Itemsets Using Length Decreasing Support Constraint.

    Masakazu Seno and George Karypis. 1st IEEE Conference on Data Mining, pp. 505-512, 2001.