Modern applications of evolutionary rule-based machine learning

A Siddique, W Browne, R Urbanowicz - Proceedings of the Companion …, 2023 - dl.acm.org
❑ Rules• A fundamental building block• IF condition THEN action• Generalise relationships
between features in the data and the target endpoint (wildcard/don't care)• Encode input …

A Survey on Learning Classifier Systems from 2022 to 2024

A Siddique, M Heider, M Iqbal, H Shiraishi - Proceedings of the Genetic …, 2024 - dl.acm.org
Learning classifier systems (LCSs) are a state-of-the-art methodology for developing rule-
based machine learning by applying discovery algorithms and learning components. LCSs …

Evolutionary Machine Learning for Interpretable and eXplainable AI

A Siddique, WN Browne, RJ Urbanowicz - Proceedings of the Genetic …, 2024 - dl.acm.org
Abubakar Siddique is a lecturer at Wellington Institute of Technology, New Zealand. His
research lies in creating novel machine learning systems, inspired by the principles of …