Spremljaj
Bing Xue, Fellow of IEEE, Fellow of Engineering NZ
Bing Xue, Fellow of IEEE, Fellow of Engineering NZ
Professor of Artificial Intelligence, Victoria University of Wellington
Preverjeni e-poštni naslov na ecs.vuw.ac.nz - Domača stran
Naslov
Navedeno
Navedeno
Leto
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
18742016
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
13452013
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
8952020
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
7872020
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
6702014
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
6012021
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
3972018
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
3872020
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
3442018
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, 2020
3412020
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
3402019
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
2942018
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
2832019
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
2692019
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
2552018
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
2252016
A survey on feature selection approaches for clustering
E Hancer, B Xue, M Zhang
Artificial Intelligence Review 53 (6), 4519-4545, 2020
2052020
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
2042017
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
1962012
An evolutionary multitasking-based feature selection method for high-dimensional classification
K Chen, B Xue, M Zhang, F Zhou
IEEE Transactions on Cybernetics 52 (7), 7172-7186, 2020
1922020
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