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
8362010
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
4882009
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
702014
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
662011
Can high-order dependencies improve mutual information based feature selection?
NX Vinh, S Zhou, J Chan, J Bailey
Pattern Recognition 53, 46-58, 2016
452016
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
422016
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
412014
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
392010
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
292009
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
242011
Adaptive regulatory genes cardinality for reconstructing genetic networks
AR Chowdhury, M Chetty, NX Vinh
2012 IEEE Congress on Evolutionary Computation, 1-8, 2012
232012
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
222016
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
202016
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
192012
Polynomial Time Algorithm for Learning Globally Optimal Dynamic Bayesian Network
N Vinh, M Chetty, R Coppel, P Wangikar
Neural Information Processing, 719-729, 2011
192011
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
172015
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
152017
Simultaneous learning of instantaneous and time-delayed genetic interactions using novel information theoretic scoring technique
N Morshed, M Chetty, NX Vinh
BMC systems biology 6 (1), 62, 2012
152012
Simultaneous Learning of Instantaneous and Time-Delayed Genetic Interactions Using Novel Information Theoretic Scoring Technique
N Morshed, M Chetty, N Vinh
Neural Information Processing, 248-257, 2011
152011
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