Bach Hoai Nguyen

发表

Surrogate-Model Based Particle Swarm Optimisation with Local Search for Feature Selection in Classification

Bing Xue, Peter Andreae, Bach Hoai Nguyen, 2017, EvoApplications.

Filter based backward elimination in wrapper based PSO for feature selection in classification

Mengjie Zhang, Bing Xue, Bach Hoai Nguyen, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Multi-Label Feature Selection Using Particle Swarm Optimization: Novel Local Search Mechanisms

Bing Xue, Bach Hoai Nguyen, Juhini Desai, 2019, 2019 IEEE Symposium Series on Computational Intelligence (SSCI).

A survey on swarm intelligence approaches to feature selection in data mining

Mengjie Zhang, Bing Xue, Bach Hoai Nguyen, 2020, Swarm Evol. Comput..

A Hybrid Evolutionary Computation Approach to Inducing Transfer Classifiers for Domain Adaptation

Mengjie Zhang, Peter Andreae, Bing Xue, 2020, IEEE Transactions on Cybernetics.

Multiple Reference Points-Based Decomposition for Multiobjective Feature Selection in Classification: Static and Dynamic Mechanisms

Hisao Ishibuchi, Bing Xue, Mengjie Zhang, 2020, IEEE Transactions on Evolutionary Computation.

A New Binary Particle Swarm Optimization Approach: Momentum and Dynamic Balance Between Exploration and Exploitation

Bing Xue, Mengjie Zhang, Peter Andreae, 2021, IEEE Transactions on Cybernetics.

New mechanism for archive maintenance in PSO-based multi-objective feature selection

Mengjie Zhang, Bing Xue, Peter Andreae, 2016, Soft Comput..

PSO with surrogate models for feature selection: static and dynamic clustering-based methods

Bing Xue, Peter Andreae, Bach Hoai Nguyen, 2018, Memetic Comput..

A Novel Binary Particle Swarm Optimization Algorithm and Its Applications on Knapsack and Feature Selection Problems

Peter Andreae, Bach Hoai Nguyen, Bing Xue, 2017 .

A Hybrid GA-GP Method for Feature Reduction in Classification

Bing Xue, Peter Andreae, Bach Hoai Nguyen, 2017, SEAL.

Evolutionary Computation for Feature Selection in Classification

Bach Hoai Nguyen, B. Nguyen, 2018 .

Multi-label Feature Selection Using Particle Swarm Optimization: Novel Initialization Mechanisms

Bach Hoai Nguyen, Bing Xue, Juhini Desai, 2019, Australasian Conference on Artificial Intelligence.

Mutual information for feature selection: estimation or counting?

Bing Xue, Peter Andreae, Bach Hoai Nguyen, 2016, Evol. Intell..

A particle swarm optimization based feature selection approach to transfer learning in classification

Bing Xue, Peter Andreae, Bach Hoai Nguyen, 2018, GECCO.

Mutual Information Estimation for Filter Based Feature Selection Using Particle Swarm Optimization

Bing Xue, Peter Andreae, Bach Hoai Nguyen, 2016, EvoApplications.

A Decomposition based Multi-objective Evolutionary Algorithm with ReliefF based Local Search and Solution Repair Mechanism for Feature Selection

Bing Xue, Mengjie Zhang, Bach Hoai Nguyen, 2020, 2020 IEEE Congress on Evolutionary Computation (CEC).

Gaussian Transformation Based Representation in Particle Swarm Optimisation for Feature Selection

Mengjie Zhang, Bing Xue, Peter Andreae, 2015, EvoApplications.

PSO and Statistical Clustering for Feature Selection: A New Representation

Mengjie Zhang, Bing Xue, Bach Hoai Nguyen, 2014, SEAL.

Population-based ensemble classifier induction for domain adaptation

Mengjie Zhang, Bing Xue, Peter Andreae, 2019, GECCO.

Multiple reference points MOEA/D for feature selection

Mengjie Zhang, Hisao Ishibuchi, Bing Xue, 2017, GECCO.

Proceedings in Adaptation, Learning and Optimization

Peter Andreae, Bach Hoai Nguyen, Bing Xue, 2016, IES.

Particle Swarm Optimisation with genetic operators for feature selection

Mengjie Zhang, Bing Xue, Peter Andreae, 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

Mengjie Zhang, Bing Xue, Bach Hoai Nguyen, 2016, ACALCI.

A Novel Genetic Algorithm Approach to Simultaneous Feature Selection and Instance Selection

Bing Xue, Mengjie Zhang, Bach Hoai Nguyen, 2020, 2020 IEEE Symposium Series on Computational Intelligence (SSCI).

Multi-objective Feature Selection with a Sparsity-based Objective Function and Gradient Local Search for Multi-label Classification

Bing Xue, Bach Hoai Nguyen, Mengjie Zhang, 2021, 2021 International Conference on Data Mining Workshops (ICDMW).

Sparsity-based evolutionary multi-objective feature selection for multi-label classification

Bing Xue, Bach Hoai Nguyen, Mengjie Zhang, 2021, GECCO Companion.

Multi-objective Multi-label Feature Selection with an Aggregated Performance Metric and Dominance-based Initialisation

Bing Xue, Bach Hoai Nguyen, Mengjie Zhang, 2021, 2021 IEEE Congress on Evolutionary Computation (CEC).

Automated and Efficient Sparsity-based Feature Selection via a Dual-component Vector

Bing Xue, Bach Hoai Nguyen, Mengjie Zhang, 2021, 2021 International Conference on Data Mining Workshops (ICDMW).

Mutual information for feature selection: estimation or counting?

Bach Hoai Nguyen, Bing Xue, Peter M. Andreae, 2016, Evol. Intell..

A Survey on Swarm Intelligence Approaches for Feature Selection

Bach Hoai Nguyen, Mengjie Zhang, Bing Xue, 2019 .