Vinh Nguyen
Vinh Nguyen
Deep Learning Solutions Architect at NVIDIA & Machine Learning Scientist, University of Melbourne
Verified email at unimelb.edu.au - Homepage
TitleCited byYear
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
9252010
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
5112009
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
722014
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
672011
Can high-order dependencies improve mutual information based feature selection?
NX Vinh, S Zhou, J Chan, J Bailey
Pattern Recognition 53, 46-58, 2016
482016
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
472014
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
452016
Incorporating time-delays in S-System model for reverse engineering genetic networks
AR Chowdhury, M Chetty, NX Vinh
BMC bioinformatics 14 (1), 196, 2013
412013
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
402010
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
332016
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
302009
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
252011
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
242016
Adaptive regulatory genes cardinality for reconstructing genetic networks
AR Chowdhury, M Chetty, NX Vinh
2012 IEEE Congress on Evolutionary Computation, 1-8, 2012
232012
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
222015
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
222012
Polynomial Time Algorithm for Learning Globally Optimal Dynamic Bayesian Network
N Vinh, M Chetty, R Coppel, P Wangikar
Neural Information Processing, 719-729, 2011
222011
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
192017
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
172017
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
162017
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