Следене
Vinh Nguyen
Vinh Nguyen
Deep Learning @NVIDIA
Потвърден имейл адрес: nvidia.com - Начална страница
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Позовавания
Позовавания
Година
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
35222009
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
2282016
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
1592014
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
1592014
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
1462016
Can high-order dependencies improve mutual information based feature selection?
NX Vinh, S Zhou, J Chan, J Bailey
Pattern Recognition 53, 46-58, 2016
1142016
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
992011
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
962016
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
882012
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
752017
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
682017
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
592016
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
582015
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
562017
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
482010
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
462017
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
High Intrinsic Dimensionality Facilitates Adversarial Attack: Theoretical Evidence
L Amsaleg, J Bailey, A Barbe, SM Erfani, T Furon, ME Houle, ...
IEEE Transactions on Information Forensics and Security 16, 854-865, 2020
352020
Reconsidering mutual information based feature selection: A statistical significance view
NX Vinh, J Chan, J Bailey
Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
352014
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