Publications

JOURNAL:

R. Krishnapuram and J. Kim, "Clustering Algorithms Based on Volume Criteria,'' IEEE Transactions on Fuzzy Systems, Vol. 8, No. 2, April 2000, pp. 228-236.

O. Nasraoui, H. Frigui, R. Krishnapuram, and A. Joshi, ``Extracting Web User Profiles using Relational Competitive Fuzzy Clustering,'' International Journal of Artifical Intelligence Tools, Vol. 9, No. 4, Dec. 2000, pp. 509-526.

S. Medasani, R. Krishnapuram and Y. Choi, "Graph Matching by Relaxation of Fuzzy Assignments,'' IEEE Transactions on Fuzzy Systems, Vol. 9, No. 1, pp. 173-182, Feb. 2001.

S. Medasani and R. Krishanapuram, "Categorization of Image Databases for Efficient Retrieval Using Robust Mixture Decomposition,'' Computer Vision and Image Understanding, Vol. 83, No. 3, September 2001, pp. 216-235.

R. Krishnapuram, A. Joshi, O. Nasraoui, and L. Yi, ``Low-Complexity Fuzzy Relational Clustering Algorithms for Web Mining,'' IEEE Trans. Fuzzy Systems, Vol. 9, No. 4, August 2001, pp. 595-607.



CONFERENCE:

O. Nasraoui and R. Krishnapuram, "A Novel Approach to Unsupervised Robust Clustering Using Genetic Niching,'' Proc. IEEE International Conference on Fuzzy Systems, San Antonio, May 2000, pp. 170 - 175.

Y. Choi, D. Kim, and R. Krishnapuram, "Relevance Feedback for Content-Based Retrieval Based on Choquet Integral,'' Proceedings of the IEEE International Conference on Multimedia and Expo, New York City, August 2000.

A. Joshi and R. Krishnapuram, "On Mining Web Access Logs,'' Proc. SIGMOD 2000 Workshop on Research Issues in Data Mining and Knowledge Discovery, Dallas, 2000, pp. 63 - 69.

V. Jain and R. Krishnapuram, "Applications of Fuzzy Sets in Personalization for e-Commerce,'' Proceedings of IFSA-NAFIPS Conference, Vancouver, Canada, July 2001, pp. 25-28.

O. Nasraoui and R. Krishnapuram, "The Unsupervised Niche Clustering Algorithm: Extension to Multivariate Clusters and Application to Color Image Segmentation,'' Proceedings of IFSA/NAFIPS 2001, Vancouver, Canada, July 2001, pp. 1826-1831.

A. Nanavati, C. Krishna Prasad, S. Joshi and Raghu Krishnapuram, "Mining Generalized Disjunctive Association Rules,'' Proceedings of CIKM, Atlanta, November 2001.

K. Krishna and Raghu Krishnapuram, "A Clustering Algorithm for Asymmetrically Related Data with Applications to Text Mining,'' Proceedings of CIKM, Atlanta, November 2001.

O. Nasraoui and R. Krishnapuram, "Robust Multi-resolution Web Usage Data Mining using Hierarchical Unsupervised Niche Clustering,'' Proc. ANNIE (Artificial Neural Networks In Engineering) Conference, St. Louis, Nov. 2001, pp.369-374 (Won the Best Paper Award).