Binh Tran

Dana Kulic

Simon M. Harrison

Charles H. C. Pilgrim

Elahe Abdi

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Building interpretable predictive models with context-aware evolutionary learning.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2023

A Comparative Study of Computational Methods for Multimodal Single-Cell Data Integration.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2023

2022

Hybrid Neural Networks for Electroencephalography Motor Imaging Classification.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Ubiquitous Information Management and Communication, 2022

Fairness Aware Swarm-based Machine Learning for Data Streams.

[BibT_eX]

[DOI]

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2020

Swarm-Based Machine Learning Algorithm for Building Interpretable Classifiers.

[BibT_eX]

[DOI]

IEEE Access, 2020

Dynamic Self-Organising Swarm for Unsupervised Prototype Generation.

[BibT_eX]

[DOI]

Su Nguyen

Damminda Alahakoon

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Variable-Length Particle Swarm Optimization for Feature Selection on High-Dimensional Classification.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

Genetic programming for multiple-feature construction on high-dimensional classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Fundamentals of Ethical Hacking and Penetration Testing.

[BibT_eX]

[DOI]

Umar Mujahid Khokhar

Proceedings of the 20th Annual SIG Conference on Information Technology Education, 2019

Adaptive multi-subswarm optimisation for feature selection on high-dimensional classification.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

2018

Evolutionary Computation for Feature Manipulation in Classification on High-dimensional Data.

[BibT_eX]

[DOI]

PhD thesis, 2018

A New Representation in PSO for Discretization-Based Feature Selection.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

2017

Automatic Feature Construction for Network Intrusion Detection.

[BibT_eX]

[DOI]

Stjepan Picek

Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Using Feature Clustering for GP-Based Feature Construction on High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 20th European Conference, 2017

Class Dependent Multiple Feature Construction Using Genetic Programming for High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the AI 2017: Advances in Artificial Intelligence, 2017

2016

Genetic programming for feature construction and selection in classification on high-dimensional data.

[BibT_eX]

[DOI]

Memetic Comput., 2016

Investigation on particle swarm optimisation for feature selection on high-dimensional data: local search and selection bias.

[BibT_eX]

[DOI]

Connect. Sci., 2016

Multiple feature construction in classification on high-dimensional data using GP.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Bare-Bone Particle Swarm Optimisation for Simultaneously Discretising and Selecting Features for High-Dimensional Classification.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

A PSO based hybrid feature selection algorithm for high-dimensional classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2014

Overview of Particle Swarm Optimisation for Feature Selection in Classification.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

Improved PSO for Feature Selection on High-Dimensional Datasets.

[BibT_eX]

[DOI]