Publications Related to Classification
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AREM: A Novel Associative Regression Model Based on the EM Algorithm.
Zhonghua Jiang and George Karypis. 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2013.
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Multi-view learning via probabilistic latent semantic analysis .
Fuzhen Zhuang, George Karypis, Xia Ning, Qing He, and Zhongzhi Shi. Information Sciences, 199; pp. 20-30, 2012.
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The Set Classification Problem and Solution Methods.
Xia Ning and George Karypis. SIAM Data Mining, pp. 847-858, 2009.
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Within-network classification using local structure similarity.
Christian Desrosiers and George Karypis. ECML-PKDD, pp. 260-275, 2009.
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TOPTMH: Topology Predictor for Transmembrane a-Helices.
Rezwan Ahmed, Huzefa Rangwala, and George Karypis. ECML-PKDD, 2008.
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Comparison of Descriptor Spaces for Chemical Compound Retrieval and Classification.
Nikil Wale, Ian Watson, and George Karypis. Knowledge and Information Systems, 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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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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HARMONY: Efficiently Mining the Best Rules for Classification.
Jianyong Wang and George Karypis. SIAM International Conference on Data Mining, pp. 205--216, 2005.
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Topic-Driven Clustering for Document Datasets.
Ying Zhao and George Karypis. SIAM International Conference on Data Mining, pp. 358-369, 2005.
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