Bing Xue

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Mengjie Zhang，FRSNZ, FIEEEProfessor of Computer Science, Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
Will N. BrowneProfessor, Queensland University of TechnologyVerified email at qut.edu.au
Qi ChenVictoria University of WellingtonVerified email at ecs.vuw.ac.nz
Harith Al-SahafSchool of Engineering and Computer Science, Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
Yanan SunCollege of Computer Science, Sichuan UniversityVerified email at scu.edu.cn
Peter AndreaeVictoria University of Wellington, NZVerified email at ecs.vuw.ac.nz
Bach Hoai NguyenSchool of Engineering and Computer Science, Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
Ying BiEvolutionary Computation Research Group, Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
Andrew LensenLecturer in Artificial Intelligence | Pūkenga, Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
Bin Wang(王斌)PhD Student, Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
Emrah HançerMehmet Akif Ersoy UniversityVerified email at mehmetakif.edu.tr
Cao Truong TranLe Qui Don Technical University, VietnamVerified email at lqdtu.edu.vn
BEN NIUShenzhen UniversityVerified email at szu.edu.cn
Baligh M. Al-HelaliVictoria University of WellingtonVerified email at ecs.vuw.ac.nz
Ivy LiuVictoria University of WellingtonVerified email at msor.vuw.ac.nz
Xiaoying GaoA/Prof, School of Engineering and Computer Science, Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
Yi MeiSenior Lecturer, Victoria University of WellingtonVerified email at ecs.vuw.ac.nz
Dervis KarabogaComputer Engineering, Erciyes UniversityVerified email at erciyes.edu.tr
Xin YaoSouthern University of Science and Technology (SUSTech) and University of BirminghamVerified email at cs.bham.ac.uk
Qurrat Ul AinVictoria University of WellingtonVerified email at ecs.vuw.ac.nz

Bing Xue

Professor in Artificial Intelligence, School of Engineering and Computer Science, Victoria

Verified email at ecs.vuw.ac.nz - Homepage

Evolutionary Computation Machine Learning Feature Selection/Construction Computer Vision Image Analysis


Title Sort by citations Sort by year Sort by title	Cited by Cited by	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	958	2016
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	859	2013
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	421	2014
Particle Swarm Optimisation for Feature Selection in Classification B Xue Victoria University of Wellington : A Thesis Submitted to the Victoria …, 2013	421*	2013
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	219	2019
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	179	2018
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	175	2020
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	175	2018
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	139	2012
Genetic programming for feature construction and selection in classification on high-dimensional data B Tran, B Xue, M Zhang Memetic Computing 8 (1), 3-15, 2016	115	2016
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	113	2015
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	96	2019
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	95	2018
A multi-objective particle swarm optimisation for filter-based feature selection in classification problems B Xue, L Cervante, L Shang, WN Browne, M Zhang Connection Science 24 (2-3), 91-116, 2012	87	2012
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	83	2018
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	83	2017
New fitness functions in binary particle swarm optimisation for feature selection B Xue, M Zhang, WN Browne 2012 IEEE Congress on Evolutionary Computation, 2012	83	2012
Multi-objective particle swarm optimisation (PSO) for feature selection B Xue, M Zhang, WN Browne Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012	78	2012
Automatically evolving rotation-invariant texture image descriptors by genetic programming H Al-Sahaf, A Al-Sahaf, B Xue, M Johnston, M Zhang IEEE Transactions on Evolutionary Computation 21 (1), 83-101, 2016	77	2016
Feature selection to improve generalization of genetic programming for high-dimensional symbolic regression Q Chen, M Zhang, B Xue IEEE Transactions on Evolutionary Computation 21 (5), 792-806, 2017	74	2017

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