Complete list of publications

  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. Multilevel Algorithms for Partitioning Power-Law Graphs.

    Amine Abou-Rjeili and George Karypis. IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2006.

  1. Multi-Objective Hypergraph Partitioning Algorithms for Cut and Maximum Subdomain Degree Minimization.

    Navaratnasothie Selvakkumaran and George Karypis. IEEE Transactions on CAD, 25(3), pp. 504-517, 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.