Binh Tran

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 21

Top Topics

Particle Swarm Optimisation

Genetic Programming

Dimensional Data

Feature Construction

Top Venues

IEEE Trans. Cybern.

Publications

Pivithuru Thejan Amarasinghe, Diem Pham, Binh Tran, Su Nguyen, Yuan Sun, Damminda Alahakoon
Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams. GECCO (2024)
Pivithuru Thejan Amarasinghe, Diem Pham, Binh Tran, Su Nguyen, Yuan Sun, Damminda Alahakoon
Evolutionary Multi-Objective Optimisation for Fairness-Aware Self Adjusting Memory Classifiers in Data Streams. CoRR (2024)
Binh Tran, Tri Pham, Tin Huynh, Kiem Hoang
A Comparative Study of Computational Methods for Multimodal Single-Cell Data Integration. MAPR (2023)
Binh Tran, Chamika Sudusinghe, Su Nguyen, Damminda Alahakoon
Building interpretable predictive models with context-aware evolutionary learning. Appl. Soft Comput. 132 (2023)
Diem Pham, Binh Tran, Su Nguyen, Damminda Alahakoon
Fairness Aware Swarm-based Machine Learning for Data Streams. AI (2022)
Nhan Trinh, Duc M. Duong, Binh Tran, Hoai Su
Hybrid Neural Networks for Electroencephalography Motor Imaging Classification. IMCOM (2022)
Diem Pham, Binh Tran, Su Nguyen, Damminda Alahakoon
Swarm-Based Machine Learning Algorithm for Building Interpretable Classifiers. IEEE Access 8 (2020)
Su Nguyen, Binh Tran, Damminda Alahakoon
Dynamic Self-Organising Swarm for Unsupervised Prototype Generation. CEC (2020)
Binh Tran, Bing Xue, Mengjie Zhang
Adaptive multi-subswarm optimisation for feature selection on high-dimensional classification. GECCO (2019)
Umar Mujahid Khokhar, Binh Tran
Fundamentals of Ethical Hacking and Penetration Testing. SIGITE (2019)
Binh Tran, Bing Xue, Mengjie Zhang
Variable-Length Particle Swarm Optimization for Feature Selection on High-Dimensional Classification. IEEE Trans. Evol. Comput. 23 (3) (2019)
Binh Tran, Bing Xue, Mengjie Zhang
Genetic programming for multiple-feature construction on high-dimensional classification. Pattern Recognit. 93 (2019)
Binh Tran, Bing Xue, Mengjie Zhang
A New Representation in PSO for Discretization-Based Feature Selection. IEEE Trans. Cybern. 48 (6) (2018)
Binh Tran, Stjepan Picek, Bing Xue
Automatic Feature Construction for Network Intrusion Detection. SEAL (2017)
Binh Tran, Bing Xue, Mengjie Zhang
Using Feature Clustering for GP-Based Feature Construction on High-Dimensional Data. EuroGP (2017)
Binh Tran, Bing Xue, Mengjie Zhang
Class Dependent Multiple Feature Construction Using Genetic Programming for High-Dimensional Data. Australasian Conference on Artificial Intelligence (2017)
Binh Tran, Bing Xue, Mengjie Zhang, Su Nguyen
Investigation on particle swarm optimisation for feature selection on high-dimensional data: local search and selection bias. Connect. Sci. 28 (3) (2016)
Binh Tran, Mengjie Zhang, Bing Xue
A PSO based hybrid feature selection algorithm for high-dimensional classification. CEC (2016)
Binh Tran, Bing Xue, Mengjie Zhang
Genetic programming for feature construction and selection in classification on high-dimensional data. Memetic Comput. 8 (1) (2016)
Binh Tran, Bing Xue, Mengjie Zhang
Bare-Bone Particle Swarm Optimisation for Simultaneously Discretising and Selecting Features for High-Dimensional Classification. EvoApplications (1) (2016)
Binh Tran, Mengjie Zhang, Bing Xue
Multiple feature construction in classification on high-dimensional data using GP. SSCI (2016)
Binh Tran, Bing Xue, Mengjie Zhang
Improved PSO for Feature Selection on High-Dimensional Datasets. SEAL (2014)
Binh Tran, Bing Xue, Mengjie Zhang
Overview of Particle Swarm Optimisation for Feature Selection in Classification. SEAL (2014)