Publications Related to Data mining

  1. Protein Structure Prediction using String Kernels.

    Huzefa Rangwala, Kevin DeRonne, and George Karypis. UMN CSE 06-005, 2006.

  1. On efficiently summarizing categorical databases.

    Jianyong Wang and George Karypis. Knowledge and Information Systems, vol. 9, no. 1, 2006.

  1. YASSPP: Better Kernels and Coding Schemes Lead to Improvements in SVM-basedSecondary Structure Prediction.

    George Karypis. PROTEINS: Structure, Function, and Bioinformatics, 2006.

  1. Hierarchical Clustering Algorithms for Document Datasets.

    Ying Zhao and George Karypis. Data Mining and Knowledge Discovery, Vol. 10, No. 2, pp. 141 - 168, 2005.

  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. Effective Document Clustering for Large Heterogeneous Law Firm Collections.

    Jack G. Conrad, Khalid Al-Kofahi, Ying Zhao, and George Karypis. 10th International Conference on Artificial Intelligence and Law (ICAIL), pp. 177-187, 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. Topic-Driven Clustering for Document Datasets.

    Ying Zhao and George Karypis. SIAM International Conference on Data Mining, pp. 358-369, 2005.

  1. Profile Based Direct Kernels for Remote Homology Detection and Fold Recognition.

    Huzefa Rangwala and George Karypis. Bioinformatics, Vol. 31, No. 23, pp. 4239 - 4247, 2005.

  1. Data Clustering in Life Sciences.

    Ying Zhao and George Karypis. Molecular Biotechnology, 31(1), pp. 55--80, 2005.

  1. Gene Classification using Expression Profiles: A Feasibility Study.

    Michihiro Kuramochi and George Karypis. International Journal on Artificial Intelligence Tools. Vol. 14, No. 4, pp. 641 - 660, 2005.

  1. Frequent Sub-structure Based Approaches for Classifying Chemical Compounds.

    Mukund Deshpande, Michihiro Kuramochi, Nikil Wale, and George Karypis. IEEE Trans. Knowl. Data Eng. 17(8): 1036-1050, 2005.