Joydeep Ghosh
Joydeep Ghosh
(Chaired) Professor, ECE Dept., Univ. of Texas at Austin; Faculty Dell Med, UTCS, McCombs, UT-BME
Verifierad e-postadress på utexas.edu - Startsida
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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
49592008
Cluster ensembles---a knowledge reuse framework for combining multiple partitions
A Strehl, J Ghosh
Journal of machine learning research 3 (Dec), 583-617, 2002
45982002
Clustering with Bregman divergences
A Banerjee, S Merugu, IS Dhillon, J Ghosh
Journal of machine learning research 6 (Oct), 1705-1749, 2005
16302005
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
16302004
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
9702000
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
8022005
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
7532005
The top ten algorithms in data mining
X Wu, V Kumar
CRC press, 2009
7422009
Error correlation and error reduction in ensemble classifiers
K Tumer, J Ghosh
Connection science 8 (3-4), 385-404, 1996
7281996
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
5852012
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
4912007
Analysis of decision boundaries in linearly combined neural classifiers
K Tumer, J Ghosh
Pattern recognition 29 (2), 341-348, 1996
4171996
A unified framework for model-based clustering
S Zhong, J Ghosh
Journal of machine learning research 4 (Nov), 1001-1037, 2003
3732003
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
3242001
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
2921994
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
2911991
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
2872001
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
2752008
Privacy-preserving distributed clustering using generative models
S Merugu, J Ghosh
Third IEEE International Conference on Data Mining, 211-218, 2003
2632003
Generative model-based document clustering: a comparative study
S Zhong, J Ghosh
Knowledge and Information Systems 8 (3), 374-384, 2005
2492005
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Artiklar 1–20