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Publications Related to Data mining

  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. 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. A Segment-based Approach To Clustering Multi-Topic Documents. Andrea Tagarelli and George Karypis.  Text Mining Workshop, SIAM Datamining Conference, 2008.

  1. Out-of-Core Coherent Closed Quasi-Clique Mining from Large Dense Graph Databases. Zhiping Zeng, Jianyong Wang, Lizhu Zhou, and George Karypis.  ACM Transactions on Database Systems, Vol 32, Issue 2, 2007.

  1. fRMSDPred: Predicting local rmsd between structural fragments using sequence information. Huzefa Rangwala and George Karypis.  Computational Systems Biology (CSB), pp. 311-322, 2007.

  1. Discriminating Subsequence Discovery for Sequence Clustering. Jianyong Wang, Yuzhou Zhang, Lizhu Zhou, George Karypis, Charu C. Aggarwal.  SIAM International Conference on Data Mining (SDM), 2007.

  1. Coherent Closed Quasi-Clique Discovery from Large Dense Graph Databases. Zhiping Zeng, Jianyong Wang, Lizhu Zhou, and George Karypis.  12th International Conference on Knowledge and Data Discovery (KDD), 2006.

  1. On Mining Instance-Centric Classification Rules. Jianyong Wang and George Karypis.  IEEE Transactions on Knowledge and Data Enigneering, 2006.
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