Joydeep Ghosh 个人学术档案

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	总计	2019 年至今
引用	42745	14397
h 指数	77	41
i10 指数	290	127

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Arindam BanerjeeFounder Professor, Dept of Computer Science, University of Illinois Urbana-Champaign在 illinois.edu 的电子邮件经过验证
Kagan TumerOregon State University在 oregonstate.edu 的电子邮件经过验证
Inderjit S. DhillonDistinguished Scientist at Google & Professor of Computer Science at UT Austin, Ex-VP at Amazon在 cs.utexas.edu 的电子邮件经过验证
Alexander StrehlProfessor, International Business School, University of Aalen在 strehl.com 的电子邮件经过验证
Srujana MeruguAmazon在 amazon.com 的电子邮件经过验证
Ayan AcharyaLinkedIn Inc.在 utexas.edu 的电子邮件经过验证
Vipin KumarUniversity of Minnesota在 umn.edu 的电子邮件经过验证
Joyce C HoEmory University在 emory.edu 的电子邮件经过验证
Sanmi KoyejoAssistant Professor, Stanford University在 stanford.edu 的电子邮件经过验证
Raymond MooneyProfessor of Computer Science, University of Texas at Austin在 cs.utexas.edu 的电子邮件经过验证
Shi ZhongGoogle Inc.在 utexas.edu 的电子邮件经过验证
Gunjan GuptaPrincipal & Founder, Lightsphere AI Inc在 lightsphereai.com 的电子邮件经过验证
Yubin ParkBonsai Research在 utexas.edu 的电子邮件经过验证
Geoff McLachlanProfessor of Statistics, University of Queensland在 uq.edu.au 的电子邮件经过验证
Qiang Yang (杨强）Chief AI Officer@WeBank, Prof. Emeritus @HKUST, IJCAI President 2017-19, AAAI-21 General Chair在 cse.ust.hk 的电子邮件经过验证
Philip S. YuProfessor of Computer Science, University of Illinons at Chicago在 cs.uic.edu 的电子邮件经过验证
Bing LiuDistinguished Professor, University of Illinois at Chicago在 uic.edu 的电子邮件经过验证
Alan BovikCockrell Family Regents Endowed Chair Professor, The University of Texas at Austin在 ece.utexas.edu 的电子邮件经过验证
Jette Henderson在 cognitivescale.com 的电子邮件经过验证
V Srinivasa ChakravarthyIndian Institute of Technology Madras在 ee.iitm.ac.in 的电子邮件经过验证

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Joydeep Ghosh

(Chaired) Professor, ECE Dept., Univ. Texas at Austin; Faculty Dell Med, UT-Comp. Sc., McCombs

在 utexas.edu 的电子邮件经过验证 - 首页

Machine Learning Data Mining Ethical AI Personalization Health Informatics


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
Top 10 algorithms in data mining X Wu, V Kumar, J Ross Quinlan, J Ghosh, Q Yang, H Motoda, ... Knowledge and information systems 14, 1-37, 2008	7761	2008
Cluster ensembles---a knowledge reuse framework for combining multiple partitions A Strehl, J Ghosh Journal of machine learning research 3 (Dec), 583-617, 2002	6308	2002
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	2185	2004
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	1251	2005
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	1168	2005
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	1134	2000
The top ten algorithms in data mining X Wu, V Kumar CRC press, 2009	1119	2009
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	886	2012
Error correlation and error reduction in ensemble classifiers K Tumer, J Ghosh Connection science 8 (3-4), 385-404, 1996	842	1996
Explainable machine learning in deployment U Bhatt, A Xiang, S Sharma, A Weller, A Taly, Y Jia, J Ghosh, R Puri, ... Proceedings of the 2020 conference on fairness, accountability, and …, 2020	667	2020
A generalized maximum entropy approach to bregman co-clustering and matrix approximation A Banerjee, I Dhillon, J Ghosh, S Merugu, DS Modha Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004	582	2004
Analysis of decision boundaries in linearly combined neural classifiers K Tumer, J Ghosh Pattern recognition 29 (2), 341-348, 1996	482	1996
A unified framework for model-based clustering S Zhong, J Ghosh The Journal of Machine Learning Research 4, 1001-1037, 2003	443	2003
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	398	1991
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	368	2001
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	348	2008
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	331	2001
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	325	1994
Model-based overlapping clustering A Banerjee, C Krumpelman, J Ghosh, S Basu, RJ Mooney Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005	309	2005
Privacy-preserving distributed clustering using generative models S Merugu, J Ghosh Third IEEE International Conference on Data Mining, 211-218, 2003	303	2003

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