Cluster Ensembles -- A Knowledge Reuse Framework for Combining Partitionings
A. Strehl and J. Ghosh JMLR Vol. 3 No. 3 pp. 583-617 2002 PDFAbstract
Bregman Co-clustering code in Matlab
Bregman Co-clustering Matlab code written by Srujana Merugu and Arindam Banerjee Code Download
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A Generalized Maximum Entropy to Bregman Co-clustering and Matrix Approximation
A. Banerjee and I. Dhillon and J. Ghosh and S. Merugu and D. Modha JMLR Vol. 8 No. pp. 1919-1986 (Eds) 2007 PDF
A Unified Model for Probabilistic Principal Surfaces
K. Chang and J. Ghosh IEEE Trans. PAMI Vol. 23 No. 1 pp. 22--41 2001 Compressed PSAbstract
Binary Hierarchical and Pairwise Classifier
A Matlab package that includes BHC and BPC algorithms. Originally
by Alex Henneguelle, updated by Suju Rajan and Goo Jun. Package Download
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Exploiting Class Hierarchies for Knowledge Transfer in Hyperspectral Data
S. Rajan, J. Ghosh, and M. M. Crawford IEEE Trans. on Geosci. and Remote Sens Vol. 44, No. 11, pp. 3408-3417, 20 PDF
Gene DIVER
Gene DIVER v1.02 (Gene Density Interactive Visual ExplorER) - developed by Gunjan Gupta
Clustering on the Unit Hypersphere using von Mises-Fisher Distributions
A. Banerjee, I. S. Dhillon, J. Ghosh, and S. Sra JMLR 6(Sep):1345--1382, 2005 PDFAbstract
HMMs and Coupled HMMs for Multi-channel EEG classification
Dataset (16MB) - Each dataset contains a sparse document-term matrix and a class label vector
that can be read into Matlab directly using 'load datasetname'
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A Unified Framework for Model-based Clustering
S. Zhong and J. Ghosh JMLR Vol. 4 pp. 1001-1037 2003 PDFAbstract
Clickstream Clustering using Weighted Longest Common Subsequences
A. Banerjee and J. Ghosh Workshop on Web Mining: 1st SIAM Conference on Data Mining Vpp. 33-40 2001
Code Structurally Adaptive Mixtures of Experts Code (see papers co-authored with
V. Ramamurti)