Data Mining
Here is a list of publications that are related to our data mining research.
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Intelligent Metasearch Engine for Knowledge Management.
Eui-Hong (Sam) Han, George Karypis, Doug Mewhort, and Keith Hatchard. 12th Conference of Information and Knowledge Management, pp. 492-495, 2003.
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Discovering Frequent Geometric Subgraphs.
Michihiro Kuramochi and George Karypis. 2nd IEEE Conference on Data Mining (ICDM), pp. 258 - 265, 2002.
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Evaluation of Hierarchical Clustering Algorithms for Document Datasets.
Ying Zhao and George Karypis. 11th Conference of Information and Knowledge Management (CIKM), pp. 515-524, 2002.
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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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Recommender Systems for Large-Scale E-Commerce: Scalable Neighborhood Formation Using Clustering.
Badrul Sarwar, George Karypis, Joseph Konstan, and John Riedl. 5th International Conference on Computer and Information Technology (ICCIT), 2002.
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Incremental SVD-Based Algorithms for Highly Scalable Recommender Systems.
Badrul Sarwar, George Karypis, Joseph Konstan, and John Riedl. 5th International Conference on Computer and Information Technology (ICCIT), 2002.
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Frequent Subgraph Discovery.
Michihiro Kuramochi and George Karypis. 1st IEEE Conference on Data Mining, pp. 313-320, 2001.
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