Vinh Nguyen

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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 Romano⚗👁💭🏕Verified email at simoneromano.com
Jeffrey ChanSchool of Computing Technologies, 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
Karin VerspoorExecutive Dean, School of Computing Technologies, RMIT UniversityVerified email at rmit.edu.au
Ahsan Raja ChowdhuryManaging Consultant, IBM Australia - Former Casual Academic, School of Eng. and IT, FederationVerified email at au1.ibm.com
Sarah M. ErfaniSenior Lecturer and DECRA Fellow, Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Michael E. HoulePrincipal Fellow, School of 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
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 BaktashmotlaghSenior Lecturer at the University of QueenslandVerified email at uq.edu.au
Florin SchimbinschiUniversity of MelbourneVerified email at student.unimelb.edu.au
Milos RadovanovicProfessor 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	2460	2010
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	125	2016
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	121	2014
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	110	2016
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	108	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	88	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	83	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	75	2012
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	67	2016
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	57	2017
Incorporating time-delays in S-System model for reverse engineering genetic networks AR Chowdhury, M Chetty, NX Vinh BMC bioinformatics 14 (1), 196, 2013	47	2013
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	45	2010
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	40	2015
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	40	2009
Ground truth bias in external cluster validity indices Y Lei, JC Bezdek, S Romano, NX Vinh, J Chan, J Bailey Pattern Recognition 65, 58-70, 2017	38	2017
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	37	2017
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	34	2017
Robust domain generalisation by enforcing distribution invariance S Erfani, M Baktashmotlagh, M Moshtaghi, V Nguyen, C Leckie, J Bailey, ... Proceedings of the Twenty-Fifth International Joint Conference on Artificial …, 2016	28	2016
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	27	2011
Reconsidering mutual information based feature selection: A statistical significance view NX Vinh, J Chan, J Bailey Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014	26	2014

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