| 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 | 875 | 2020 |
| Meta-Lamarckian learning in memetic algorithms YS Ong, AJ Keane IEEE transactions on evolutionary computation 8 (2), 99-110, 2004 | 791 | 2004 |
| Multifactorial evolution: Toward evolutionary multitasking A Gupta, YS Ong, L Feng IEEE Transactions on Evolutionary Computation 20 (3), 343-357, 2015 | 770 | 2015 |
| Evolutionary optimization of computationally expensive problems via surrogate modeling YS Ong, PB Nair, AJ Keane AIAA journal 41 (4), 687-696, 2003 | 674 | 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 | 656 | 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 | 575 | 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 | 562 | 2007 |
| Generalizing surrogate-assisted evolutionary computation D Lim, Y Jin, YS Ong, B Sendhoff IEEE Transactions on Evolutionary Computation 14 (3), 329-355, 2009 | 521 | 2009 |
| Markov blanket-embedded genetic algorithm for gene selection Z Zhu, YS Ong, M Dash Pattern Recognition 40 (11), 3236-3248, 2007 | 504 | 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 | 482 | 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 | 453 | 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 | 438 | 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 | 425 | 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 | 373 | 2014 |
| Multiobjective multifactorial optimization in evolutionary multitasking A Gupta, YS Ong, L Feng, KC Tan IEEE transactions on cybernetics 47 (7), 1652-1665, 2016 | 370 | 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 | 346 | 2019 |
| 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 | 333 | 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 | 329 | 2017 |
| Memetic computation—past, present & future [research frontier] YS Ong, MH Lim, X Chen IEEE Computational Intelligence Magazine 5 (2), 24-31, 2010 | 321 | 2010 |
| The emerging" big dimensionality" Y Zhai, YS Ong, IW Tsang IEEE Computational Intelligence Magazine 9 (3), 14-26, 2014 | 289 | 2014 |
Abhishek GuptaRamanujan Faculty Fellow, IIT Goa; (formerly Scientist at A*STAR and NTU Singapore)Verified email at iitgoa.ac.in
