Joydeep Ghosh

Cited by

	All	Since 2018
Citations	39663	14046
h-index	73	41
i10-index	273	124

2800

1400

700

2100

199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023108 136 184 176 219 211 260 305 454 541 574 803 911 1025 1163 1240 1353 1598 1893 1929 2243 2485 2462 2538 2515 2621 2464 2715 2665 1059

Public access

View all

34 articles

4 articles

available

not available

Based on funding mandates

Co-authors

Arindam BanerjeeFounder Professor, Dept of Computer Science, University of Illinois Urbana-ChampaignVerified email at illinois.edu
Kagan TumerOregon State UniversityVerified email at oregonstate.edu
Inderjit S. DhillonDistinguished Scientist at Google & Professor of Computer Science at UT Austin, Ex-VP at AmazonVerified email at cs.utexas.edu
Alexander StrehlProfessor, International Business School, University of AalenVerified email at strehl.com
Ayan AcharyaLinkedIn Inc.Verified email at utexas.edu
Vipin KumarUniversity of MinnesotaVerified email at umn.edu
Joyce C HoEmory UniversityVerified email at emory.edu
Sanmi KoyejoAssistant Professor, Stanford UniversityVerified email at stanford.edu
Shi ZhongGoogle Inc.Verified email at utexas.edu
Raymond MooneyProfessor of Computer Science, University of Texas at AustinVerified email at cs.utexas.edu
Gunjan GuptaPrincipal & Founder, Lightsphere AI IncVerified email at lightsphereai.com
Yubin ParkBonsai ResearchVerified email at utexas.edu
Qiang Yang (杨强）Chief AI Officer@WeBank, Chair Prof.@HKUST, IJCAI President 2017-19, AAAI-21 General ChairVerified email at cse.ust.hk
Alan BovikCockrell Family Regents Endowed Chair Professor, The University of Texas at AustinVerified email at ece.utexas.edu
V Srinivasa ChakravarthyIndian Institute of Technology MadrasVerified email at ee.iitm.ac.in
Goo JunHuman Genetics Center, School of Public Health, University of Texas Health Science Center HoustonVerified email at uth.tmc.edu
Zhi-Hua ZhouNanjing UniversityVerified email at nju.edu.cn
Geoff McLachlanProfessor of Statistics, University of QueenslandVerified email at uq.edu.au
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Jimeng SunProfessor at University of Illinois Urbana-ChampaignVerified email at illinois.edu

Joydeep Ghosh

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

Verified email at utexas.edu - Homepage

Machine Learning Data Mining Ethical AI Personalization Health Informatics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	6994	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	5885	2002
Clustering with Bregman divergences. A Banerjee, S Merugu, IS Dhillon, J Ghosh, J Lafferty Journal of machine learning research 6 (10), 2005	2064	2005
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	2064	2004
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	1106	2000
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	1097	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	1069	2005
The top ten algorithms in data mining X Wu, V Kumar CRC press, 2009	1043	2009
Error correlation and error reduction in ensemble classifiers K Tumer, J Ghosh Connection science 8 (3-4), 385-404, 1996	824	1996
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	814	2012
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	569	2004
Analysis of decision boundaries in linearly combined neural classifiers K Tumer, J Ghosh Pattern recognition 29 (2), 341-348, 1996	468	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	440	2020
A unified framework for model-based clustering S Zhong, J Ghosh The Journal of Machine Learning Research 4, 1001-1037, 2003	435	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	360	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	358	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	342	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	336	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	322	1994
Privacy-preserving distributed clustering using generative models S Merugu, J Ghosh Third IEEE International Conference on Data Mining, 211-218, 2003	300	2003

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors