Selected Publications from 2006

     (Other publications)

Data Mining and Web Analysis

  1. A. Banerjee and J. Ghosh, "Scalable Clustering Algorithms with Balancing Constraints", Data Mining and Knowledge Discovery (2006)pdf 

  2. M. Deodhar and J. Ghosh,"Weighted Consensus Clustering for Microarray Data Analysis" in Proc. ANNIE'06, St. Louis, MO , Nov 2006, pp. 659-664. pdf 

  3. M. Deodhar and J. Ghosh,"Consensus Clustering for Detection of Overlapping Clusters in Microarray Data", in Proc. Workshop on Data Mining in Bioinformatics at ICDM06. pdf 

  4. G. Gupta and J. Ghosh,"Bregman Bubble Clustering: A Robust, Scalable Framework for Locating Multiple, Dense Regions in Data", in Proc. ICDM: The 2006 IEEE International Conference on Data Mining, December 18-22, 2006, Hong Kong, pp. 232-243. pdf 

  5. G. Gupta, A Liu, and J. Ghosh,"Hierarchical Density Shaving: A clustering and visualization framework for large biological datasets", in IEEE ICDM 2006 Workshop on Data Mining in Bioinformatics (DMB 2006), December 18, 2006, Hong Kong pdf 

  6. G. Gupta, A Liu, and J. Ghosh,"Clustering and Visualization of High-Dimensional Biological Datasets using a fast HMA Approximation", In Proc. ANNIE 2006, ASME, November 5-8, 2006, St. Louis, Missouri, USA, pdf 

  7. K Punera, S Rajan and J Ghosh, "Automatic Construction of N-ary Tree Based Taxonomies", in Proc. MSD Workshop at ICDM 2006, pdf 

  8. B. Gu, P. Konana, A. Liu, B. Rajagopalan, and J. Ghosh, "Identifying Information in Stock Message Boards and Its Implications for Stock Market Efficiency", in Proc. WISE 2006, Evanston, Dec 06 pdf 

  9. S. Rajan, J. Ghosh and M. M. Crawford, "Exploiting Class Hierarchies for Knowledge Transfer in Hyperspectral Data", IEEE Trans. On Geoscience and Remote Sensing, 44(11), Nov 2006, pp. 3408-3417. pdf