Publications from 2007

     (Other publications)

Journal Papers

  1. K. Punera and J. Ghosh, "Soft Consensus Clustering", in Advances in Fuzzy Clustering and its Applications, J. Oliveira and W. Pedrycz, (eds), Wiley, March 2007, pp. 69-92.
  2. Y. Kim, S. Keeley, J. Ghosh, "Application of Artificial Neural Networks to Broadband Antenna Design Based on a Parametric Frequency Model, in IEEE Transactions on Antennas and Propagation, 55 (3), March 2007, pp. 669-674.
  3. A. Banerjee, I. Dhillon, J. Ghosh, S. Merugu, D. Modha, "A Generalized Maximum Entropy Approach to Bregman Co-clustering and Matrix Approximation," in Jl. of Machine Learning Research (JMLR), Vol 78, pp. 1919-1986, 2007 pdf
    ( KDD 2004 version pp. 509-514. pdf ps.gz ps )

Conference Papers

  1. Y. Chen, M. Crawford and J. Ghosh, "Knowledge Based Stacking of Hyperspectral Data for Land Cover Classification", in Proc. 2007 IEEE Symposium on Computational Intelligence and Data Mining, April 2007, pp. 316-322. pdf
  2. C. Krumpelman and J. Ghosh, "Matching and Visualization of Multiple Overlapping Clustering of Microarray Data", in Proc. 2007 IEEE Symp on Computational Intelligence in Bioinformatics and Computational Biology, April 2007, pp. 121-126.
  3. Alexander Liu, Joydeep Ghosh, and Cheryl Martin, "Generative Oversampling for Mining Imbalanced Datasets," in Proc. 2007 Int'l Conference on Data Mining (DMIN'07), June 2007, pp. 66-72. pdf
  4. K. Punera and J. Ghosh, "Consensus Based Ensembles of Soft Clusterings" in Proc. MLMTA'07 - Int'l Conf. on Machine Learning: Models, Technologies & Applications, June 2007, pp. 3-9. pdf
  5. M. Deodhar and J. Ghosh, "Simultaneous Co-clustering and modeling of market data," in Data Mining for Marketing Workshop, ICDM/07, Leipzig, July 2007, pp. 73-82. pdf
  6. W. Kim, Y Chen, M. Crawford, J C. Tilton, and Joydeep Ghosh, "Multiresolution Manifold Learning for Classification of Hyperspectral Data," in in 2007 International Geosci. and Sens. Symposium, Barcelona, July 2007. pdf
  7. M. Deodhar and J. Ghosh, "A Framework for Simultaneous Co-clustering and Learning from Complex Data," in Proc. KDD '07, San Jose, Aug 2007, pp. 250-259