Yew-Soon Ong
Yew-Soon Ong
President Chair Professor of Computer Science, A*Star AI Chief Scientist, FIEEE
Potvrđena adresa e-pošte na - Početna stranica
When Gaussian process meets big data: A review of scalable GPs
H Liu, YS Ong, X Shen, J Cai
IEEE transactions on neural networks and learning systems 31 (11), 4405-4423, 2020
Meta-Lamarckian learning in memetic algorithms
YS Ong, AJ Keane
IEEE transactions on evolutionary computation 8 (2), 99-110, 2004
Multifactorial evolution: Toward evolutionary multitasking
A Gupta, YS Ong, L Feng
IEEE Transactions on Evolutionary Computation 20 (3), 343-357, 2015
Evolutionary optimization of computationally expensive problems via surrogate modeling
YS Ong, PB Nair, AJ Keane
AIAA journal 41 (4), 687-696, 2003
Classification of adaptive memetic algorithms: a comparative study
YS Ong, MH Lim, N Zhu, KW Wong
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 36 …, 2006
A multi-facet survey on memetic computation
X Chen, YS Ong, MH Lim, KC Tan
IEEE Transactions on evolutionary computation 15 (5), 591-607, 2011
Wrapper–filter feature selection algorithm using a memetic framework
Z Zhu, YS Ong, M Dash
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 37 …, 2007
Generalizing surrogate-assisted evolutionary computation
D Lim, Y Jin, YS Ong, B Sendhoff
IEEE Transactions on Evolutionary Computation 14 (3), 329-355, 2009
Markov blanket-embedded genetic algorithm for gene selection
Z Zhu, YS Ong, M Dash
Pattern Recognition 40 (11), 3236-3248, 2007
Combining global and local surrogate models to accelerate evolutionary optimization
Z Zhou, YS Ong, PB Nair, AJ Keane, KY Lum
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2006
Extreme learning machines [trends & controversies]
E Cambria, GB Huang, LLC Kasun, H Zhou, CM Vong, J Lin, J Yin, Z Cai, ...
IEEE intelligent systems 28 (6), 30-59, 2013
A fast pruned-extreme learning machine for classification problem
HJ Rong, YS Ong, AH Tan, Z Zhu
Neurocomputing 72 (1-3), 359-366, 2008
A survey of adaptive sampling for global metamodeling in support of simulation-based complex engineering design
H Liu, YS Ong, J Cai
Structural and Multidisciplinary Optimization 57, 393-416, 2018
Consistencies and contradictions of performance metrics in multiobjective optimization
S Jiang, YS Ong, J Zhang, L Feng
IEEE transactions on cybernetics 44 (12), 2391-2404, 2014
Multiobjective multifactorial optimization in evolutionary multitasking
A Gupta, YS Ong, L Feng, KC Tan
IEEE transactions on cybernetics 47 (7), 1652-1665, 2016
Multifactorial evolutionary algorithm with online transfer parameter estimation: MFEA-II
KK Bali, YS Ong, A Gupta, PS Tan
IEEE Transactions on Evolutionary Computation 24 (1), 69-83, 2019
Memetic computation—past, present & future [research frontier]
YS Ong, MH Lim, X Chen
IEEE Computational Intelligence Magazine 5 (2), 24-31, 2010
Evolutionary multitasking via explicit autoencoding
L Feng, L Zhou, J Zhong, A Gupta, YS Ong, KC Tan, AK Qin
IEEE transactions on cybernetics 49 (9), 3457-3470, 2018
Insights on transfer optimization: Because experience is the best teacher
A Gupta, YS Ong, L Feng
IEEE Transactions on Emerging Topics in Computational Intelligence 2 (1), 51-64, 2017
The emerging" big dimensionality"
Y Zhai, YS Ong, IW Tsang
IEEE Computational Intelligence Magazine 9 (3), 14-26, 2014
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