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Bing Xue
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Year
A Survey on Evolutionary Computation Approaches to Feature Selection
B Xue, M Zhang, W Browne, X Yao
Evolutionary Computation, IEEE Transactions on 20 (4), 606 - 626, 2016
15002016
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, 2013
11642013
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
6032020
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
5692014
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, 2020
5492020
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
3112018
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, 2021
2812021
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
2782018
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
2542019
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
2522020
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
2292019
Evolving deep convolutional neural networks by variable-length particle swarm optimization for image classification
B Wang, Y Sun, B Xue, M Zhang
2018 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2018
2032018
Variable-length particle swarm optimization for feature selection on high-dimensional classification
B Tran, B Xue, M Zhang
IEEE Transactions on Evolutionary Computation 23 (3), 473-487, 2018
1922018
Surrogate-assisted evolutionary deep learning using an end-to-end random forest-based performance predictor
Y Sun, H Wang, B Xue, Y Jin, GG Yen, M Zhang
IEEE Transactions on Evolutionary Computation 24 (2), 350-364, 2019
1892019
A survey on evolutionary machine learning
H Al-Sahaf, Y Bi, Q Chen, A Lensen, Y Mei, Y Sun, B Tran, B Xue, ...
Journal of the Royal Society of New Zealand 49 (2), 205-228, 2019
1792019
Binary particle swarm optimisation for feature selection: A filter based approach
L Cervante, B Xue, M Zhang, L Shang
2012 IEEE Congress on Evolutionary Computation, 1-8, 2012
1792012
Genetic programming for feature construction and selection in classification on high-dimensional data
B Tran, B Xue, M Zhang
Memetic Computing 8, 3-15, 2016
1672016
A binary ABC algorithm based on advanced similarity scheme for feature selection
E Hancer, B Xue, D Karaboga, M Zhang
Applied Soft Computing 36, 334-348, 2015
1672015
A new representation in PSO for discretization-based feature selection
B Tran, B Xue, M Zhang
IEEE Transactions on Cybernetics 48 (6), 1733-1746, 2017
1602017
A particle swarm optimization-based flexible convolutional autoencoder for image classification
Y Sun, B Xue, M Zhang, GG Yen
IEEE transactions on neural networks and learning systems 30 (8), 2295-2309, 2018
1372018
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