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Publications Related to Data Mining

  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.

  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. Acyclic Subgraph-based Descriptor Spaces for Chemical Compound Retrieval and Classification. Nikil Wale and George Karypis.  IEEE International Conference on Data Mining (ICDM), 2006.

  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. Hierarchical Clustering Algorithms for Document Datasets. Ying Zhao and George Karypis.  Data Mining and Knowledge Discovery, Vol. 10, No. 2, pp. 141 - 168, 2005.
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