Bach Hoai Nguyen

About Bach Hoai Nguyen

Bach Hoai Nguyen, With an exceptional h-index of 14 and a recent h-index of 12 (since 2020), a distinguished researcher at Victoria University of Wellington, specializes in the field of Evolutionary Computation, Evolutionary Multi-objective Optimization, Feature Selection, Feature Reduction, Transfer Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Consistent Lebesgue Measure for Multi-label Learning

Dual Sparse Structured Subspaces and Graph Regularisation for Particle Swarm Optimisation-Based Multi-Label Feature Selection

Evolutionary Instance Selection With Multiple Partial Adaptive Classifiers for Domain Adaptation

Evolutionary Classification

Co-operative Co-evolutionary Many-objective Embedded Multi-label Feature Selection with Decomposition-based PSO

A survey on evolutionary multiobjective feature selection in classification: approaches, applications, and challenges

Label Clustering for Particle Swarm Optimisation based Multi-Label Feature Selection

Automated fish classification using unprocessed fatty acid chromatographic data: a machine learning approach

Bach Hoai Nguyen Information

University

Position

School of Engineering and Computer Science

Citations(all)

944

Citations(since 2020)

844

Cited By

272

hIndex(all)

14

hIndex(since 2020)

12

i10Index(all)

22

i10Index(since 2020)

18

Email

University Profile Page

Google Scholar

Bach Hoai Nguyen Skills & Research Interests

Evolutionary Computation

Evolutionary Multi-objective Optimization

Feature Selection

Feature Reduction

Transfer Learning

Top articles of Bach Hoai Nguyen

A Consistent Lebesgue Measure for Multi-label Learning

arXiv preprint arXiv:2402.00324

2024/2/1

Dual Sparse Structured Subspaces and Graph Regularisation for Particle Swarm Optimisation-Based Multi-Label Feature Selection

IEEE Computational Intelligence Magazine

2024/1/8

Evolutionary Instance Selection With Multiple Partial Adaptive Classifiers for Domain Adaptation

IEEE Transactions on Evolutionary Computation

2023/12/25

Co-operative Co-evolutionary Many-objective Embedded Multi-label Feature Selection with Decomposition-based PSO

2023/7/15

A survey on evolutionary multiobjective feature selection in classification: approaches, applications, and challenges

2023/7/5

Label Clustering for Particle Swarm Optimisation based Multi-Label Feature Selection

2022/12/4

Yan Lu
Yan Lu

H-Index: 11

Bach Hoai Nguyen
Bach Hoai Nguyen

H-Index: 10

Bing Xue
Bing Xue

H-Index: 32

Automated fish classification using unprocessed fatty acid chromatographic data: a machine learning approach

2022/12/3

Operation-based Greedy Algorithm for Discounted Knapsack Problem

2022/12/3

A constrained competitive swarm optimiser with an SVM-based surrogate model for feature selection

IEEE Transactions on Evolutionary Computation

2022/8/9

Particle swarm optimisation for sparsity-based feature selection in multi-label classification

2022/7/9

iANP-EC: identifying anticancer natural products using ensemble learning incorporated with evolutionary computation

2022/2/14

Loc Nguyen
Loc Nguyen

H-Index: 14

Bach Hoai Nguyen
Bach Hoai Nguyen

H-Index: 10

Ly Le
Ly Le

H-Index: 12

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

2021/12/7

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

2021/12/7

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

2021/7/7

Multi-objective multi-label feature selection with an aggregated performance metric and dominance-based initialisation

2021/6/28

A novel genetic algorithm approach to simultaneous feature selection and instance selection

2020/12/1

A decomposition based multi-objective evolutionary algorithm with relieff based local search and solution repair mechanism for feature selection

International Journal of Production Research

2023/2/1

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

Swarm and Evolutionary Computation

2020/5/1

A hybrid evolutionary computation approach to inducing transfer classifiers for domain adaptation

IEEE transactions on cybernetics

2020/4/8

See List of Professors in Bach Hoai Nguyen University(Victoria University of Wellington)

Co-Authors

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