selected publications
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academic article
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Tran BXue BZhang M. Variable-Length Particle Swarm Optimization for Feature Selection on High-Dimensional Classification.
IEEE Transactions on Evolutionary Computation.
23:473-487.
2019
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Al-Sahaf HBi YChen QLensen AMei YSun YTran BXue BZhang M. A survey on evolutionary machine learning.
Journal of the Royal Society of New Zealand.
49:205-228.
2019
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Tran BXue BZhang M. Genetic programming for multiple-feature construction on high-dimensional classification.
Pattern Recognition.
93:404-417.
2019
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Tran BXue BZhang M. A New Representation in PSO for Discretization-Based Feature Selection.
IEEE Transactions on Cybernetics.
48:1733-1746.
2018
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Tran BXue BZhang M. Genetic programming for feature construction and selection in classification on high-dimensional data.
Memetic Computing.
8:3-15.
2016
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Tran BXue BZhang MNguyen P. Investigation on particle swarm optimisation for feature selection on high-dimensional data: local search and selection bias.
Connection Science: journal of neural computing, artificial intelligence, and cognitive research.
28:270-294.
2016
Full text if available
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Tran BXue BZhang M. Variable-Length Particle Swarm Optimization for Feature Selection on High-Dimensional Classification.
IEEE Transactions on Evolutionary Computation.
23:473-487.
2019
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chapter
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Tran BXue BZhang M. A PSO based hybrid feature selection algorithm for high-dimensional classification.
3801-3808.
2016
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Tran BXue BZhang M. Bare-Bone Particle Swarm Optimisation for Simultaneously Discretising and Selecting Features for High-Dimensional Classification.
Lecture Notes in Computer Science.
701-718.
2016
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Tran BXue BZhang M. Improved PSO for Feature Selection on High-Dimensional Datasets.
503-515.
2014
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Tran BXue BZhang M. A PSO based hybrid feature selection algorithm for high-dimensional classification.
3801-3808.
2016
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conference paper
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Tran BPicek SXue B. Automatic Feature Construction for Network Intrusion Detection.
Simulated Evolution and Learning.
569-580.
2017
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Tran BXue BZhang M. Class dependent multiple feature construction using genetic programming for high-dimensional data.
AI 2017: Advances in Artificial Intelligence.
182-194.
2017
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Tran BXue BZhang M. Using Feature Clustering for GP-Based Feature Construction on High-Dimensional Data.
Proceedings of 20th European Conference on Genetic Programming.
210-226.
2017
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Tran BZhang MXue B. Multiple feature construction in classification on high-dimensional data using GP.
2016 IEEE Symposium Series on Computational Intelligence (SSCI).
1-8.
2016
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Tran BXue BZhang M. Overview of Particle Swarm Optimisation for Feature Selection in Classification.
Lecture Notes in Computer Science.
605-617.
2014
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Tran BNTran TZhang MAndreae PXue B. A Wrapper Feature Selection Approach to Classification with Missing Data.
Proceedings of the 19th European Conference on the Applications of Evolutionary Computation (EvoIASP’16).
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Tran BPicek SXue B. Automatic Feature Construction for Network Intrusion Detection.
Simulated Evolution and Learning.
569-580.
2017