Publications Related to Classification
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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.
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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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Frequent Sub-structure Based Approaches for Classifying Chemical Compounds.
Mukund Deshpande, Michihiro Kuramochi, Nikil Wale, and George Karypis. IEEE Trans. Knowl. Data Eng. 17(8): 1036-1050, 2005.
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Selective Markov Models for Predicting Web-Page Accesses.
Mukund Deshpande and George Karypis. ACM Transactions on Internet Technology, Vol. 4, Issue 2, pp. 163 - 184, 2004.
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Prediction of Contact Maps Using Support Vector Machines.
Ying Zhao and George Karypis. 3rd IEEE International Conference on Bioinformatics and Bioengineering (BIBE), pp. 26 - 33, 2003.
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Frequent Sub-structure Based Approaches for Classifying Chemical Compounds.
Mukund Deshpande, Michihiro Kuramochi, and George Karypis. 3nd IEEE Conference on Data Mining (ICDM), pp. 35-42, 2003.
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Using Conjunction of Attribute Values for Classification.
Mukund Deshpande and George Karypis. 11th Conference of Information and Knowledge Management (CIKM), pp. 356 - 364, 2002.
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Automated Approaches for Classifying Structures.
Mukund Deshpande, Michihiro Kuramochi, and George Karypis. SIGKDD Workshop on Bioinformatics, BIOKDD, 2002.
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Evaluation of Techniques for Classifying Biological Sequences.
Mukund Deshpande and George Karypis. 6th Pacific-Asia Conference on Knowledge Discovery (PAKDD), pp. 417-431, 2002.
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Selective Markov Models for Predicting Web-Page Accesses.
Mukund Deshpande and George Karypis. 1st SIAM Conference on Data Mining, 2001.
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Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification.
Eui-Hong (Sam) Han, George Karypis and Vipin Kumar. 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), pp.53-65, 2001.
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Gene Classification using Expression Profiles: A Feasibility Study.
Michihiro Kuramochi and George Karypis. 2nd IEEE International Conference on Bioinformatics and Bioengineering (BIBE), pp. 191-200, 2001.
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