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Complete list of publications

  1. The Set Classification Problem and Solution Methods.

    Xia Ning and George Karypis.&nbsp SIAM Data Mining, pp. 847-858, 2009.

  1. A kernel framework for protein residue annotation.

    Huzefa Rangwala, Christopher Kauffman, and George Karypis.&nbsp PAKDD, pp. 439-451, 2009.

  1. TOPTMH: Topology Predictor for Transmembrane alpha-Helices.

    Rezwan Ahmed, Huzefa Rangwala, and George Karypis.&nbsp Journal of Bioinformatics and Computational Biology, 2009.

  1. Within-network classification using local structure similarity.

    Christian Desrosiers and George Karypis.&nbsp ECML-PKDD, pp. 260-275, 2009.

  1. Mining bioprocess data: opportunities and challenges.

    Salim Charaniya, Wei-Shou Hu, and George Karypis.&nbsp Trends in Biotechnology, 2009.

  1. Improved estimation of structure predictor quality.

    Kevin W. Deronne and George Karypis.&nbsp BMC Structural Biology, 9:41, 2009.

  1. Mining Transcriptome Data for Function-Trait Relationship of Hyper Productivty of Recombinant Antibody.

    Salim Charaniya, George Karypis, and We-Shou Hu.&nbsp Biotechnology & Bioengineering, Vol. 102, No. 6, pp. 1654-1669, 2009.

  1. Multi-Assay-Based SAR Models: Improving SAR Models by Incorporating Activity Information from Related Targets.

    Xia Ning, Huzefa Rangwala, and George Karypis.&nbsp J. Chem. Inf. Modeling, 2009.

  1. LIBRUS: Combined Machine Learning and Homology Information for Sequence-based Ligand-Binding Residue Prediction.

    Chris Kauffman and George Karypis.&nbsp Bioinformatics, 2009.

  1. Genome alignments using MPI-LAGAN.

    Ruinan Zhang, Huzefa Rangwala, and George Karypis.&nbsp International Conference on Bioinformatics and Biomedicine, 2008.

  1. Common Pharmacophore Identification Using Frequent Clique Detection Algorithm. Yevgeniy Podolyan and George Karypis.  Journal of Chemical Information and Modeling, 2008.

  1. Learning Preferences of New Users in Recommender Systems: An Information Theoretic Approach. Al Mamunnur Rashid, George Karypis, and John Riedl.  SIGKDD Workshop on Web Mining and Web Usage Analysis (WEBKDD), 2008.
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