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Vinh Nguyen
Vinh Nguyen
Deep Learning @NVIDIA
Verified email at nvidia.com - Homepage
Title
Cited by
Cited by
Year
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
31502009
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
1852016
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
1432014
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
1352014
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
1342016
Can high-order dependencies improve mutual information based feature selection?
NX Vinh, S Zhou, J Chan, J Bailey
Pattern Recognition 53, 46-58, 2016
1072016
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
972011
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
952016
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
852012
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
712017
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
572017
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
542015
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
522016
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
502017
Incorporating time-delays in S-System model for reverse engineering genetic networks
AR Chowdhury, M Chetty, NX Vinh
BMC bioinformatics 14 (1), 196, 2013
482013
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
462010
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
452009
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
412017
Reconsidering mutual information based feature selection: A statistical significance view
NX Vinh, J Chan, J Bailey
Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
332014
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
312011
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Articles 1–20