Selected Publications from 2002

     (Other publications)

Data Mining and Web Analysis

  1. A. Agogino and J. Ghosh, “Increasing PageRank through Reinforcement Learning”, in Intelligent Engineering Systems Through Artificial Neural Networks, Vol 12, ASME Press, (Proc ANNIE '02),  Nov 2002,  pp. 27-32. pdf 

  2. A. Banerjee and J. Ghosh, "On Scaling Up Balanaced Clustering Algorithms", Proceedings of the 2nd SIAM International Conference on Data Mining, April, 2002. abstract, gzipped ps

Multi-learner Systems

  1. J. Ghosh, "Multiclassifier Systems: Back to the Future", in Multiple Classifier Systems (MCS2002), J. Kittler and F. Roli (Eds.), LNCS vol. 2364, Springer, 2002, pp. 1-15. abstract , Keynote Talk at MCS2002 (PowerPoint), pdf

  2. Alexander Strehl and Joydeep Ghosh. Cluster ensembles - a knowledge reuse framework for combining multiple partititons. Journal on Machine Learning Research (JMLR), 3:583-617, December 2002. bib, abstract, pdf, gzipped ps

  3. Joydeep Ghosh, Alexander Strehl, and Srujana Merugu. A consensus framework for integrating distributed clusterings under limited knowledge sharing. In Proc. NSF Workshop on Next Generation Data Mining, pages 99-108, November 2002 bib, abstract, pdf, gzipped ps 

  4. S.Kumar, J. Ghosh and M.M. Crawford, "Hierarchical Fusion of Multiple Classifiers for Hyperspectral Data Analysis", in Pattern Analysis and Applications, spl. Issue on Fusion of Multiple Classifiers Vol. 5, No. 2, 2002, pp. 210-220. abstract  pdf

  5. J. Ghosh and A. Nag, "Knowledge Enhancement and Reuse with Radial Basis Function Networks", in Proc. IJCNN'02, Honolulu, May 2002, pp. 1322-27. abstract pdf

  6. Alexander Strehl and Joydeep Ghosh. CLuster ensembles - a knowledge reuse framework for combining partititons. In Proc. Conference on Artificial Intelligence (AAAI 2002), Edmonton, pages 93-98. AAAI/MIT press, July 2002. bib, abstract, pdf, gzipped ps

  7. K. Tumer and J. Ghosh, "Robust combining of disparate classifiers through order statistics", in Pattern Analysis and Applications, spl. Issue on Fusion of Multiple Classifiers, Vol. 5, No. 2, 2002, pp. 189-200.pdf  

  8. S. Zhong and J. Ghosh, "HMMs and Coupled HMMs for Multi-channel EEG Classsification", Proc. IJCNN'02, Honolulu, May 2002, pp. 1154-59. abstract pdf

Last Updated: Oct, 2004