A survey on evolutionary computation approaches to feature selection B Xue, M Zhang, WN Browne, X Yao IEEE Transactions on evolutionary computation 20 (4), 606-626, 2015 | 1712 | 2015 |
Particle swarm optimization for feature selection in classification: A multi-objective approach B Xue, M Zhang, WN Browne IEEE transactions on cybernetics 43 (6), 1656-1671, 2012 | 1276 | 2012 |
Deep reconstruction-classification networks for unsupervised domain adaptation M Ghifary, WB Kleijn, M Zhang, D Balduzzi, W Li Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016 | 1028 | 2016 |
Automatically designing CNN architectures using the genetic algorithm for image classification Y Sun, B Xue, M Zhang, GG Yen, J Lv IEEE transactions on cybernetics 50 (9), 3840-3854, 2020 | 767 | 2020 |
Domain generalization for object recognition with multi-task autoencoders M Ghifary, WB Kleijn, M Zhang, D Balduzzi Proceedings of the IEEE international conference on computer vision, 2551-2559, 2015 | 735 | 2015 |
Evolving deep convolutional neural networks for image classification Y Sun, B Xue, M Zhang, GG Yen IEEE Transactions on Evolutionary Computation 24 (2), 394-407, 2019 | 669 | 2019 |
Particle swarm optimisation for feature selection in classification: Novel initialisation and updating mechanisms B Xue, M Zhang, WN Browne Applied soft computing 18, 261-276, 2014 | 623 | 2014 |
Domain adaptive neural networks for object recognition M Ghifary, WB Kleijn, M Zhang PRICAI 2014: Trends in Artificial Intelligence: 13th Pacific Rim …, 2014 | 496 | 2014 |
Scatter component analysis: A unified framework for domain adaptation and domain generalization M Ghifary, D Balduzzi, WB Kleijn, M Zhang IEEE transactions on pattern analysis and machine intelligence 39 (7), 1414-1430, 2016 | 465 | 2016 |
A survey on evolutionary neural architecture search Y Liu, Y Sun, B Xue, M Zhang, GG Yen, KC Tan IEEE transactions on neural networks and learning systems 34 (2), 550-570, 2021 | 441 | 2021 |
Automated design of production scheduling heuristics: A review J Branke, S Nguyen, CW Pickardt, M Zhang IEEE Transactions on Evolutionary Computation 20 (1), 110-124, 2015 | 400 | 2015 |
Differential evolution for filter feature selection based on information theory and feature ranking E Hancer, B Xue, M Zhang Knowledge-Based Systems 140, 103-119, 2018 | 356 | 2018 |
Pareto front feature selection based on artificial bee colony optimization E Hancer, B Xue, M Zhang, D Karaboga, B Akay Information Sciences 422, 462-479, 2018 | 328 | 2018 |
A survey on swarm intelligence approaches to feature selection in data mining BH Nguyen, B Xue, M Zhang Swarm and Evolutionary Computation 54, 100663, 2020 | 324 | 2020 |
Practice and theory of blendshape facial models. JP Lewis, K Anjyo, T Rhee, M Zhang, FH Pighin, Z Deng Eurographics (State of the Art Reports) 1 (8), 2, 2014 | 312 | 2014 |
Self-adaptive particle swarm optimization for large-scale feature selection in classification Y Xue, B Xue, M Zhang ACM Transactions on Knowledge Discovery from Data (TKDD) 13 (5), 1-27, 2019 | 307 | 2019 |
Completely automated CNN architecture design based on blocks Y Sun, B Xue, M Zhang, GG Yen IEEE transactions on neural networks and learning systems 31 (4), 1242-1254, 2019 | 287 | 2019 |
Evolving diverse ensembles using genetic programming for classification with unbalanced data U Bhowan, M Johnston, M Zhang, X Yao IEEE Transactions on Evolutionary Computation 17 (3), 368-386, 2012 | 275 | 2012 |
Cooperative coevolution of Elman recurrent neural networks for chaotic time series prediction R Chandra, M Zhang Neurocomputing 86, 116-123, 2012 | 273 | 2012 |
The challenge and prospect of mRNA therapeutics landscape Y Weng, C Li, T Yang, B Hu, M Zhang, S Guo, H Xiao, XJ Liang, Y Huang Biotechnology advances 40, 107534, 2020 | 269 | 2020 |