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Bioinformatics

Here is a list of publications that are related to our research in bioinformatics.

  1. Computational Tools for Protein-DNA Interactions.

    Chris Kauffman and George Karypis. WIREs Data Mining and Knowledge Discovery, 2011.

  1. Genome-wide Inference of Regulatory Networks in Streptomyces Coelicolor.

    Marlene Castro-Melchor, Salim Charaniya, George Karypis, Eriko Takano, and Wei-Shou Hu. BMC Genomics, Vol. 11, pp. 578, 2010.

  1. Mining manufacturing data for discovery of high productivity process characteristics.

    Salim Charaniya, Huong Le, Huzefa Rangwala, Keri Mills, Kevin Johnson, George Karypis, and Wei-Shou Hu. Journal of Biotechnology, Vol. 147, pp. 186—197, 2010.

  1. A kernel framework for protein residue annotation.

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

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

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

  1. Mining bioprocess data: opportunities and challenges.

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

  1. Improved estimation of structure predictor quality.

    Kevin W. Deronne and George Karypis. 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. Biotechnology & Bioengineering, Vol. 102, No. 6, pp. 1654-1669, 2009.

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

    Chris Kauffman and George Karypis. Bioinformatics, 2009.

  1. Genome alignments using MPI-LAGAN.

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

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

    Rezwan Ahmed, Huzefa Rangwala, and George Karypis. ECML-PKDD, 2008.

  1. Improving Homology Models for Protein-Ligand Binding Sites.

    Chris Kauffman, Huzefa Rangwala, and George Karypis. LSS Computational systems Bioinformatics Conference (CSB), 2008.