Profiles
Dr Mathew Walter
Research Fellow
School of Engineering, Computing and Mathematics (Faculty of Science and Engineering)
Biography
Biography
Qualifications
PhD in Artificial Intelligence
Teaching
Teaching
Teaching interests
Undergraduate:
- COMP3003 Machine Learning
- COMP3006 Full-Stack Development
- AINT252 Computation Theory and AI
- COMP0001 Topics in Computer Science
- PUSL3132 Ethical Hacking (Penetration Testing)
Postgraduate:
- COMP5010 Topics in Applied Artificial Intelligence
- COMP5013 Topics in Applied Artificial Intelligence
- COMP5003 Ethical Hacking
Research
Research
Research interests
- Optimisation with Evolutionary Computing
- Artificial Intelligence
- Visualisation
- Machine Learning and Data Science
- Cyber Security
- Adversarial AI
- Maritime Autonomous Systems Security
- Explainable AI (XAI)
Publications
Publications
Key publications
Key publications are highlighted
Journals
Articles
(2023) 'Adversarial AI Testcases for Maritime Autonomous Systems' AI, Computer Science and Robotics Technology , DOI Open access
(2022) 'Visualising Population Dynamics to Examine Algorithm Performance' IEEE Transactions on Evolutionary Computation , DOI Open access
Chapters
(2024) 'Explaining Optimisation of Offshore Wind Farms using Metaheuristics' in Kulkarni AJ; Gandomi AH Handbook of Formal Optimization Springer , DOI Open access
(2024) 'Explaining Optimisation of Offshore Wind Farms Using Metaheuristics' Handbook of Formal Optimization Springer Nature Singapore 1-14 Publisher Site , DOI
(2020) 'Visualising Evolution History in Multi- and Many-objective Optimisation' in Bäck T; Preuss M; Deutz AH; Wang H; Doerr C; Emmerich MTM; Trautmann H Parallel Problem Solving from Nature - PPSN XVI - 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part II Springer 299-312 Publisher Site
Conference Papers
(2022) 'An Explainable Visualisation of the Evolutionary Search Process' ECXAI — Evolutionary Computation and Explainable AI Workshop of GECCO 2022 7-/-0/20227-/-0/2022Association for Computing Machinery 1794-1802 , DOI Open access
(2020) 'Visualising Evolution History in Multi- and Many-Objective Optimisation' Parallel Problem Solving from Nature 2020 9-/-0/20209-/-0/2020Springer Verlag 299-312 , DOI Open access