Publications Related to Data Mining

Evaluation of Techniques for Classifying Biological Sequences. Mukund Deshpande and George Karypis. 6th Pacific-Asia Conference on Knowledge Discovery (PAKDD), pp. 417-431, 2002.

Criterion Functions for Document Clustering: Experiments and Analysis. Ying Zhao and George Karypis. UMN CS 01-040, 2001.

LPMiner: An Algorithm for Finding Frequent Itemsets Using Length Decreasing Support Constraint. Masakazu Seno and George Karypis. 1st IEEE Conference on Data Mining, pp. 505-512, 2001.

Frequent Subgraph Discovery. Michihiro Kuramochi and George Karypis. 1st IEEE Conference on Data Mining, pp. 313-320, 2001.

Efficient Algorithms for Creating Product Catalogs. Michael Steinbach, George Karypis and Vipin Kumar. WebMining Workshop at SIAM 1st Data Mining Conference, 2001.

Selective Markov Models for Predicting Web-Page Accesses. Mukund Deshpande and George Karypis. 1st SIAM Conference on Data Mining, 2001.

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.

A Scalable Algorithm for Clustering Protein Sequences. Valerie Guralnik and George Karypis. SIGKDD Workshop on Bioinformatics, BIOKDD, 2001.

A Scalable Algorithm for Clustering Sequential Data. Valerie Guralnik and George Karypis. 1st IEEE Conference on Data Mining, pp. 179 - 186, 2001.

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.

Parallel Algorithms for Sequence Mining. Valerie Guralnik, Nivea Garg, and George Karypis. Euro-Par 2001: 310-320, 2001.

Weight Adjustment Schemes for a Centroid-based Classifier. Shrikanth Shankar and George Karypis. KDD Workshop on Text Mining, 2000.