Joydeep Ghosh
Joydeep Ghosh
(Chaired) Professor, ECE Dept., Univ. of Texas at Austin with Courtesy Appointments in Computer
Verified email at utexas.edu - Homepage
TitleCited byYear
Top 10 algorithms in data mining
X Wu, V Kumar, JR Quinlan, J Ghosh, Q Yang, H Motoda, GJ McLachlan, ...
Knowledge and information systems 14 (1), 1-37, 2008
46022008
Cluster ensembles---a knowledge reuse framework for combining multiple partitions
A Strehl, J Ghosh
Journal of machine learning research 3 (Dec), 583-617, 2002
43562002
Clustering with Bregman divergences
A Banerjee, S Merugu, IS Dhillon, J Ghosh
Journal of machine learning research 6 (Oct), 1705-1749, 2005
15612005
Clustering with Bregman Divergences
A Banerjee, S Merugu, I Dhillon, J Ghosh
Proceedings of the Fourth SIAM International Conference on Data Mining 117, 234, 2004
15612004
Impact of similarity measures on web-page clustering
A Strehl, J Ghosh, R Mooney
Workshop on artificial intelligence for web search (AAAI 2000) 58, 64, 2000
9332000
Clustering on the Unit Hypersphere using von Mises-Fisher Distributions.
A Banerjee, IS Dhillon, J Ghosh, S Sra
Journal of Machine Learning Research 6 (9), 2005
7582005
Investigation of the random forest framework for classification of hyperspectral data
J Ham, Y Chen, MM Crawford, J Ghosh
IEEE Transactions on Geoscience and Remote Sensing 43 (3), 492-501, 2005
7042005
Error correlation and error reduction in ensemble classifiers
K Tumer, J Ghosh
Connection science 8 (3-4), 385-404, 1996
7011996
The top ten algorithms in data mining
X Wu, V Kumar
CRC press, 2009
7002009
Discovering important people and objects for egocentric video summarization
YJ Lee, J Ghosh, K Grauman
2012 IEEE conference on computer vision and pattern recognition, 1346-1353, 2012
5442012
A generalized maximum entropy approach to bregman co-clustering and matrix approximation
A Banerjee, I Dhillon, J Ghosh, S Merugu, DS Modha
Journal of Machine Learning Research 8 (Aug), 1919-1986, 2007
4772007
Analysis of decision boundaries in linearly combined neural classifiers
K Tumer, J Ghosh
Pattern Recognition 29 (2), 341-348, 1996
4071996
A unified framework for model-based clustering
S Zhong, J Ghosh
Journal of machine learning research 4 (Nov), 1001-1037, 2003
3582003
Best-bases feature extraction algorithms for classification of hyperspectral data
S Kumar, J Ghosh, MM Crawford
IEEE Transactions on Geoscience and remote sensing 39 (7), 1368-1379, 2001
3142001
A comprehensive analytical model for wormhole routing in multicomputer systems
JT Draper, J Ghosh
Journal of Parallel and Distributed Computing 23 (2), 202-214, 1994
3031994
The pi-sigma network: An efficient higher-order neural network for pattern classification and function approximation
Y Shin, J Ghosh
IJCNN-91-Seattle international joint conference on neural networks 1, 13-18, 1991
2861991
Clickstream clustering using weighted longest common subsequences
A Banerjee, J Ghosh
Proceedings of the web mining workshop at the 1st SIAM conference on data …, 2001
2822001
An active learning approach to hyperspectral data classification
S Rajan, J Ghosh, MM Crawford
IEEE Transactions on Geoscience and Remote Sensing 46 (4), 1231-1242, 2008
2702008
Privacy-preserving distributed clustering using generative models
S Merugu, J Ghosh
Third IEEE International Conference on Data Mining, 211-218, 2003
2592003
Predictive dynamic bandwidth allocation for efficient transport of real-time VBR video over ATM
S Chong, S Li, J Ghosh
IEEE Journal on Selected Areas in Communications 13 (1), 12-23, 1995
2451995
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