Selected Publications from 2004

     (Other publications)

Data Mining and Web Analysis

  1. A. Banerjee and J. Ghosh, "Frequency-Sensitive Competitive Learning for Scalable, Balanced Clustering on High-dimensional Hyperspheres", IEEE Trans. Neural Networks, 15(3), May 2004, pp. 702-719 pdf 

  2. A. Banerjee, I. Dhillon, J. Ghosh, S. Merugu and D. Modha, "A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation", In Proc. KDD-2004, Seattle, August 2004, pp. 509-514. ACM. pdf , ps.gz , ps 

  3. A. Banerjee, I. Dhillon, J. Ghosh and S. Merugu, "An Information Theoretic Analysis of Maximum Likelihood Mixture Estimation for Exponential Families", In Proc. International Conference on Machine Learning (ICML), Banff, July 2004, pg. 57-64. pdf , ps.gz , ps 

  4. A. Banerjee, S. Merugu, I. Dhillon and J. Ghosh, "Clustering with Bregman Divergences", SIAM International Conference on Data Mining (SDM) (2004), Lake Buena Vista, FL, April 2004, pp. 234-245. pdf , ps.gz , ps 

  5. S.Acharyya and J.Ghosh, "Outlink Estimation for PageRank Computation under Missing Data", in. Proc. 13th International World Wide Web Conference. New York, May 2004 pp. 486-487.ps

Remote Sensing

  1. S. Rajan and J. Ghosh , "An Empirical Comparison of Hierarchical vs. Two-Level Approaches to Multiclass Problems", in Multiple Classifier Systems, F. Roli, J. Kittler and T. Windeatt (Eds), LNCS 3077, Springer, pp. 283-292. pdf , ps.gz , ps 

  2. J. T. Morgan, A. Henneguelle, J. Ham, J. Ghosh and M.M. Crawford, “Adaptive Feature Spaces for Land Cover Classification with Limited Ground Truth Data”, in Intl. Jl. of Pattern Recognition and Artificial Intelligence, Spl. Issue on Fusion of Multiple Classifiers, J. Kittler and F. Roli (Eds.), 18(5), Aug 2004, pp. 777-800. abstract, pdf , ps.gz , ps 

Last Updated: Oct, 2004