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Publications Related to Classification

  1. The Set Classification Problem and Solution Methods.

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

  1. Within-network classification using local structure similarity.

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

  1. TOPTMH: Topology Predictor for Transmembrane a-Helices. Rezwan Ahmed, Huzefa Rangwala, and George Karypis.  ECML-PKDD, 2008.

  1. Comparison of Descriptor Spaces for Chemical Compound Retrieval and Classification. Nikil Wale, Ian Watson, and George Karypis.  Knowledge and Information Systems, 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. On Mining Instance-Centric Classification Rules. Jianyong Wang and George Karypis.  IEEE Transactions on Knowledge and Data Enigneering, 2006.

  1. Building Multiclass Classifiers for Remote Homology Detection and Fold Recognition. Huzefa Rangwala and George Karypis.  BMC Bioinformatics, Jan 15;23(2):e17-23., 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. 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. 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.
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