Vinh Nguyen

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	All	Since 2016
Citations	2968	2185
h-index	21	17
i10-index	32	29

560

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20102011201220132014201520162017201820192020202135 62 109 162 174 210 261 367 463 522 556 14

Co-authors

James BaileyProfessor, School of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Madhu ChettyFederation University AustraliaVerified email at federation.edu.au
Simone RomanoX-Scientist at Huawei, X-Applied Scientist at Microsoft, X-Researcher at NII Tokyo, PhD fromVerified email at simoneromano.com
Jeffrey ChanSchool of Science (Computer Science and Software Engineering), RMIT UniversityVerified email at rmit.edu.au
Julien EppsProfessor, The University of New South WalesVerified email at unsw.edu.au
Pramod P WangikarDepartment of Chemical Engineering, Indian Institute of Technology BombayVerified email at iitb.ac.in
Ross CoppelMonash University, Faculty of Medicine Nursing and Health ScienceVerified email at monash.edu
Christopher LeckieProfessor, Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Ahsan Raja ChowdhuryManaging Consultant, IBM Australia - Casual Academic, School of Eng. and IT, Federation UniversityVerified email at federation.edu.au
Karin VerspoorProfessor, School of Computing and Information Systems; The University of MelbourneVerified email at unimelb.edu.au
Sarah M. ErfaniSenior Lecturer, Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Jian PeiProfessor of Computing Science, Simon Fraser UniversityVerified email at cs.sfu.ca
Michael E. HouleNational Institute of Informatics, JapanVerified email at nii.ac.jp
James C. BezdekUniversity of Melbourne, Computer and Information SystemsVerified email at unimelb.edu.au
Shuo ZhouResearch Fellow at the University of MelbourneVerified email at unimelb.edu.au
Mahsa BaktashmotlaghUniversity of QueenslandVerified email at uq.edu.au
Florin SchimbinschiUniversity of MelbourneVerified email at student.unimelb.edu.au
Milos RadovanovicAssociate Professor of Computer Science, University of Novi Sad, SerbiaVerified email at dmi.uns.ac.rs
Ian DavidsonProfessor of Computer Science, University of California - DavisVerified email at cs.ucdavis.edu
Yunzhe JiaThe University of MelbourneVerified email at student.unimelb.edu.au

Vinh Nguyen

Deep Learning @NVIDIA

Verified email at nvidia.com - Homepage

Deep learning Machine learning Data science


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Information theoretic measures for clusterings comparison: Variants, properties, normalization and correction for chance NX Vinh, J Epps, J Bailey Journal of Machine Learning Research 11 (Oct), 2837-2854, 2010	1796	2010
Information theoretic measures for clusterings comparison: is a correction for chance necessary? NX Vinh, J Epps, J Bailey Proceedings of the 26th annual international conference on machine learning …, 2009	1796*	2009
Effective global approaches for mutual information based feature selection XV Nguyen, J Chan, S Romano, J Bailey Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	92	2014
GlobalMIT: learning globally optimal dynamic bayesian network with the mutual information test criterion NX Vinh, M Chetty, R Coppel, PP Wangikar Bioinformatics 27 (19), 2765-2766, 2011	81	2011
Can high-order dependencies improve mutual information based feature selection? NX Vinh, S Zhou, J Chan, J Bailey Pattern Recognition 53, 46-58, 2016	66	2016
Accelerating online cp decompositions for higher order tensors S Zhou, NX Vinh, J Bailey, Y Jia, I Davidson Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016	65	2016
Adjusting for chance clustering comparison measures S Romano, NX Vinh, J Bailey, K Verspoor The Journal of Machine Learning Research 17 (1), 4635-4666, 2016	65	2016
Gene regulatory network modeling via global optimization of high-order dynamic bayesian network NX Vinh, M Chetty, R Coppel, PP Wangikar BMC bioinformatics 13 (1), 131, 2012	64	2012
Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance. S Romano, J Bailey, XV Nguyen, K Verspoor ICML, 1143-1151, 2014	59	2014
Information theoretic measures for clusterings comparison: is a correction for chance necessary? XV Nguyen, J Epps, J Bailey ICML, 2009	52	2009
mincentropy: A novel information theoretic approach for the generation of alternative clusterings NX Vinh, J Epps 2010 IEEE International Conference on Data Mining, 521-530, 2010	44	2010
Incorporating time-delays in S-System model for reverse engineering genetic networks AR Chowdhury, M Chetty, NX Vinh BMC bioinformatics 14 (1), 196, 2013	42	2013
Discovering outlying aspects in large datasets NX Vinh, J Chan, S Romano, J Bailey, C Leckie, K Ramamohanarao, ... Data Mining and Knowledge Discovery 30 (6), 1520-1555, 2016	38	2016
A novel approach for automatic number of clusters detection in microarray data based on consensus clustering NX Vinh, J Epps 2009 Ninth IEEE International Conference on Bioinformatics and …, 2009	34	2009
The vulnerability of learning to adversarial perturbation increases with intrinsic dimensionality L Amsaleg, J Bailey, D Barbe, S Erfani, ME Houle, V Nguyen, ... 2017 IEEE Workshop on Information Forensics and Security (WIFS), 1-6, 2017	32	2017
Traffic forecasting in complex urban networks: Leveraging big data and machine learning F Schimbinschi, XV Nguyen, J Bailey, C Leckie, H Vu, R Kotagiri 2015 IEEE International Conference on Big Data (Big Data), 1019-1024, 2015	30	2015
Topology-regularized universal vector autoregression for traffic forecasting in large urban areas F Schimbinschi, L Moreira-Matias, VX Nguyen, J Bailey Expert Systems with Applications 82, 301-316, 2017	26	2017
Genetic profiling and individualized prognosis of fracture BNH Tran, ND Nguyen, VX Nguyen, JR Center, JA Eisman, TV Nguyen Journal of Bone and Mineral Research 26 (2), 414-419, 2011	26	2011
Extending information-theoretic validity indices for fuzzy clustering Y Lei, JC Bezdek, J Chan, NX Vinh, S Romano, J Bailey IEEE Transactions on Fuzzy Systems 25 (4), 1013-1018, 2017	25	2017
Adaptive regulatory genes cardinality for reconstructing genetic networks AR Chowdhury, M Chetty, NX Vinh 2012 IEEE Congress on Evolutionary Computation, 1-8, 2012	23	2012

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