Publications Related to Data mining
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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.
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fRMSDPred: Predicting local rmsd between structural fragments using sequence information.
Huzefa Rangwala and George Karypis. Computational Systems Biology (CSB), pp. 311-322, 2007.
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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.
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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.
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On Mining Instance-Centric Classification Rules.
Jianyong Wang and George Karypis. IEEE Transactions on Knowledge and Data Enigneering, 2006.
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Building Multiclass Classifiers for Remote Homology Detection and Fold Recognition.
Huzefa Rangwala and George Karypis. BMC Bioinformatics, Jan 15;23(2):e17-23., 2006.
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Protein Structure Prediction using String Kernels.
Huzefa Rangwala, Kevin DeRonne, and George Karypis. UMN CSE 06-005, 2006.
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On efficiently summarizing categorical databases.
Jianyong Wang and George Karypis. Knowledge and Information Systems, vol. 9, no. 1, 2006.
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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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Finding Frequent Patterns in a Large Sparse Graph.
Michihiro Kuramochi and George Karypis. Data Mining and Knowledge Discovery, 11(3): 243-271, 2005.
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