Bach Hoai Nguyen

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 36

Top Topics

Ensemble Classifier

Evolutionary Multiobjective

Particle Swarm Optimisation

Reference Points

Top Venues

IEEE Trans. Evol. Comput.

Publications

Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Dual Sparse Structured Subspaces and Graph Regularisation for Particle Swarm Optimisation-Based Multi-Label Feature Selection. IEEE Comput. Intell. Mag. 19 (1) (2024)
Ruwang Jiao, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
A Survey on Evolutionary Multiobjective Feature Selection in Classification: Approaches, Applications, and Challenges. IEEE Trans. Evol. Comput. 28 (4) (2024)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
A Consistent Lebesgue Measure for Multi-label Learning. CoRR (2024)
Kaan Demir, Bach Hoai Nguyen, Jeremy S. Rooney, Bing Xue, Mengjie Zhang, Kirill Lagutin, Andrew MacKenzie, Keith C. Gordon, Daniel P. Killeen
Improving Inference of Biochemical Composition in Marine Biomass via Genetic Algorithm-Based Feature Selection on Raman Spectroscopic Data. CEC (2024)
Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
A Constrained Competitive Swarm Optimizer With an SVM-Based Surrogate Model for Feature Selection. IEEE Trans. Evol. Comput. 28 (1) (2024)
Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Evolutionary Label Selection for Multi-label Classification. CEC (2024)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Co-operative Co-evolutionary Many-objective Embedded Multi-label Feature Selection with Decomposition-based PSO. GECCO (2023)
Binh Thanh Dang, Bach Hoai Nguyen, Peter Andreae
Operation-based Greedy Algorithm for Discounted Knapsack Problem. AI (2022)
Loc Nguyen, Thanh-Hoang Nguyen-Vo, Quang H. Trinh, Bach Hoai Nguyen, Phuong-Uyen Nguyen-Hoang, Ly Le, Binh P. Nguyen
iANP-EC: Identifying Anticancer Natural Products Using Ensemble Learning Incorporated with Evolutionary Computation. J. Chem. Inf. Model. 62 (21) (2022)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Particle swarm optimisation for sparsity-based feature selection in multi-label classification. GECCO Companion (2022)
Yan Lu, Bach Hoai Nguyen, Bing Xue
Label Clustering for Particle Swarm Optimisation based Multi-Label Feature Selection. SSCI (2022)
Jesse Wood, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang, Daniel Killeen
Automated Fish Classification Using Unprocessed Fatty Acid Chromatographic Data: A Machine Learning Approach. AI (2022)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Multi-objective Multi-label Feature Selection with an Aggregated Performance Metric and Dominance-based Initialisation. CEC (2021)
Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Automated and Efficient Sparsity-based Feature Selection via a Dual-component Vector. ICDM (Workshops) (2021)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Multi-objective Feature Selection with a Sparsity-based Objective Function and Gradient Local Search for Multi-label Classification. ICDM (Workshops) (2021)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Sparsity-based evolutionary multi-objective feature selection for multi-label classification. GECCO Companion (2021)
Bach Hoai Nguyen, Bing Xue, Peter Andreae, Mengjie Zhang
A New Binary Particle Swarm Optimization Approach: Momentum and Dynamic Balance Between Exploration and Exploitation. IEEE Trans. Cybern. 51 (2) (2021)
Bach Hoai Nguyen, Bing Xue, Peter Andreae, Mengjie Zhang
A Hybrid Evolutionary Computation Approach to Inducing Transfer Classifiers for Domain Adaptation. IEEE Trans. Cybern. 51 (12) (2021)
Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
A survey on swarm intelligence approaches to feature selection in data mining. Swarm Evol. Comput. 54 (2020)
Inti Mateus Resende Albuquerque, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
A Novel Genetic Algorithm Approach to Simultaneous Feature Selection and Instance Selection. SSCI (2020)
Bach Hoai Nguyen, Bing Xue, Peter Andreae, Hisao Ishibuchi, Mengjie Zhang
Multiple Reference Points-Based Decomposition for Multiobjective Feature Selection in Classification: Static and Dynamic Mechanisms. IEEE Trans. Evol. Comput. 24 (1) (2020)
Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
A Decomposition based Multi-objective Evolutionary Algorithm with ReliefF based Local Search and Solution Repair Mechanism for Feature Selection. CEC (2020)
Juhini Desai, Bach Hoai Nguyen, Bing Xue
Multi-label Feature Selection Using Particle Swarm Optimization: Novel Initialization Mechanisms. Australasian Conference on Artificial Intelligence (2019)
Juhini Desai, Bach Hoai Nguyen, Bing Xue
Multi-Label Feature Selection Using Particle Swarm Optimization: Novel Local Search Mechanisms. SSCI (2019)
Bach Hoai Nguyen, Bing Xue, Mengjie Zhang, Peter Andreae
Population-based ensemble classifier induction for domain adaptation. GECCO (2019)
Bach Hoai Nguyen, Bing Xue, Peter Andreae
A particle swarm optimization based feature selection approach to transfer learning in classification. GECCO (2018)
Bach Hoai Nguyen, Bing Xue, Peter Andreae
PSO with surrogate models for feature selection: static and dynamic clustering-based methods. Memetic Comput. 10 (3) (2018)
Bach Hoai Nguyen, Bing Xue, Hisao Ishibuchi, Peter Andreae, Mengjie Zhang
Multiple reference points MOEA/D for feature selection. GECCO (Companion) (2017)
Bach Hoai Nguyen, Bing Xue, Peter Andreae, Mengjie Zhang
Particle Swarm Optimisation with genetic operators for feature selection. CEC (2017)
Bach Hoai Nguyen, Bing Xue, Peter Andreae
Surrogate-Model Based Particle Swarm Optimisation with Local Search for Feature Selection in Classification. EvoApplications (1) (2017)
Bach Hoai Nguyen, Bing Xue, Peter Andreae
A Hybrid GA-GP Method for Feature Reduction in Classification. SEAL (2017)
Bach Hoai Nguyen, Bing Xue, Ivy Liu, Peter Andreae, Mengjie Zhang
New mechanism for archive maintenance in PSO-based multi-objective feature selection. Soft Comput. 20 (10) (2016)
Bach Hoai Nguyen, Bing Xue, Peter Andreae
Mutual information for feature selection: estimation or counting? Evol. Intell. 9 (3) (2016)
Bach Hoai Nguyen, Bing Xue, Peter Andreae
Mutual Information Estimation for Filter Based Feature Selection Using Particle Swarm Optimization. EvoApplications (1) (2016)
Bach Hoai Nguyen, Bing Xue, Peter Andreae
Proceedings in Adaptation, Learning and Optimization. IES (2016)
Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
A Subset Similarity Guided Method for Multi-objective Feature Selection. ACALCI (2016)
Bach Hoai Nguyen, Bing Xue, Ivy Liu, Peter Andreae, Mengjie Zhang
Gaussian Transformation Based Representation in Particle Swarm Optimisation for Feature Selection. EvoApplications (2015)
Bach Hoai Nguyen, Bing Xue, Ivy Liu, Mengjie Zhang
PSO and Statistical Clustering for Feature Selection: A New Representation. SEAL (2014)
Bach Hoai Nguyen, Bing Xue, Ivy Liu, Mengjie Zhang
Filter based backward elimination in wrapper based PSO for feature selection in classification. IEEE Congress on Evolutionary Computation (2014)