Publications Related to Data mining
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Multi-task Learning for Recommender Systems.
Xia Ning and George Karypis. 2nd Asian Conference on Machine Learning (ACML), 2010.
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Content-Based Methods for Predicting Web-Site Demographic Attributes.
Santosh Kabbur, Eui-Hong Han, and George Karypis. 10th IEEE International Conference on Data Mining (ICDM), 2010.
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Assessing Synthetic Accessibility of Chemical Compounds Using Machine Learning Methods.
Yevgeniy Podolyan, Michael Walters, and George Karypis. Journal of Chemical Information and Modeling, Vol. 50, pp. 979—991, 2010.
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Genome-wide Inference of Regulatory Networks in Streptomyces Coelicolor.
Marlene Castro-Melchor, Salim Charaniya, George Karypis, Eriko Takano, and Wei-Shou Hu. BMC Genomics, Vol. 11, pp. 578, 2010.
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Mining manufacturing data for discovery of high productivity process characteristics.
Salim Charaniya, Huong Le, Huzefa Rangwala, Keri Mills, Kevin Johnson, George Karypis, and Wei-Shou Hu. Journal of Biotechnology, Vol. 147, pp. 186—197, 2010.
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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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A kernel framework for protein residue annotation.
Huzefa Rangwala, Christopher Kauffman, and George Karypis. PAKDD, pp. 439-451, 2009.
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TOPTMH: Topology Predictor for Transmembrane alpha-Helices.
Rezwan Ahmed, Huzefa Rangwala, and George Karypis. Journal of Bioinformatics and Computational Biology, 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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Mining bioprocess data: opportunities and challenges.
Salim Charaniya, Wei-Shou Hu, and George Karypis. Trends in Biotechnology, 2009.
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A Segment-based Approach To Clustering Multi-Topic Documents.
Andrea Tagarelli and George Karypis. Text Mining Workshop, SIAM Datamining Conference, 2008.
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