Vinh Nguyen

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James BaileyProfessor, School of Computing and Information Systems, University of MelbourneDirección de correo verificada de unimelb.edu.au
Madhu ChettyProfessor of Information Technology, Federation University AustraliaDirección de correo verificada de federation.edu.au
Simone Romano⚗👁💭🏕Dirección de correo verificada de simoneromano.com
Jeffrey ChanSchool of Computing Technologies, RMIT UniversityDirección de correo verificada de rmit.edu.au
Julien EppsProfessor, The University of New South WalesDirección de correo verificada de unsw.edu.au
Pramod P WangikarDepartment of Chemical Engineering, Indian Institute of Technology BombayDirección de correo verificada de iitb.ac.in
Christopher LeckieProfessor, Computing and Information Systems, The University of MelbourneDirección de correo verificada de unimelb.edu.au
Ross CoppelMonash University, Faculty of Medicine Nursing and Health ScienceDirección de correo verificada de monash.edu
Karin VerspoorExecutive Dean, School of Computing Technologies, RMIT UniversityDirección de correo verificada de rmit.edu.au
Sarah M. ErfaniAssociate Professor and DECRA Fellow, Computing and Information Systems, University of MelbourneDirección de correo verificada de unimelb.edu.au
Ahsan Raja ChowdhuryManaging Consultant, IBM Australia - Former Casual Academic, School of Eng. and IT, FederationDirección de correo verificada de au1.ibm.com
Michael E. HoulePrincipal Fellow, School of Computing and Information Systems, University of MelbourneDirección de correo verificada de unimelb.edu.au
Jian PeiArthur S. Pearse Distinguished Professor, Duke UniversityDirección de correo verificada de cs.sfu.ca
James C. BezdekUniversity of Melbourne, Computer and Information SystemsDirección de correo verificada de unimelb.edu.au
Shuo ZhouResearch Fellow at the University of MelbourneDirección de correo verificada de unimelb.edu.au
Mahsa BaktashmotlaghARC Future Fellow and Senior Lecturer at the University of QueenslandDirección de correo verificada de uq.edu.au
Florin SchimbinschiUniversity of MelbourneDirección de correo verificada de student.unimelb.edu.au
Miloš RadovanovićProfessor of Computer Science, University of Novi Sad, SerbiaDirección de correo verificada de dmi.uns.ac.rs
Ian DavidsonProfessor of Computer Science, University of California - DavisDirección de correo verificada de cs.ucdavis.edu
Hai L. VuProfessor of Intelligent Transport Systems, Monash UniversityDirección de correo verificada de monash.edu

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Vinh Nguyen

Deep Learning @NVIDIA

Dirección de correo verificada de nvidia.com - Página principal

Deep learning Machine learning Data science


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	2968	2009
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	161	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	139	2014
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	127	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	123	2016
Can high-order dependencies improve mutual information based feature selection? NX Vinh, S Zhou, J Chan, J Bailey Pattern Recognition 53, 46-58, 2016	101	2016
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	94	2011
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	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	82	2012
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	68	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	53	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	48	2017
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	48	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
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	45	2016
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
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	44	2009
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	40	2017
Reconsidering mutual information based feature selection: A statistical significance view NX Vinh, J Chan, J Bailey Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014	31	2014
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	30	2011

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