Bach Hoai Nguyen

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

Bach Hoai Nguyen, Bing Xue, Mengjie Zhang · Swarm and Evolutionary Computation · 2020 · 389 citations

Artificial Intelligence, Evolutionary Data Mining, Engineering +11

A Survey on Evolutionary Multiobjective Feature Selection in Classification: Approaches, Applications, and Challenges

Ruwang Jiao, Bach Hoai Nguyen, Bing Xue et al. · IEEE Transactions on Evolutionary Computation · 2023 · 138 citations

Engineering, Machine Learning, Biometrics +18

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

Bach Hoai Nguyen, Bing Xue, Peter Andreae et al. · IEEE Transactions on Evolutionary Computation · 2019 · 123 citations

Artificial Intelligence, Engineering, Machine Learning +16

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

Bach Hoai Nguyen, Bing Xue, Peter Andreae et al. · IEEE Transactions on Cybernetics · 2019 · 119 citations

Artificial Intelligence, Engineering, Machine Learning +18

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

Bach Hoai Nguyen, Bing Xue, Ivy Liu · 2014 · 70 citations

Search Optimization, Engineering, Machine Learning +16