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Profiles

Mr Mathew Walter

Research Fellow

School of Engineering, Computing and Mathematics (Faculty of Science and Engineering)

Biography

Biography

Qualifications

BSc Mathematics with Finance

Currently a PhD candidate

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


Research

Research

Research interests

  • Optimisation with Evolutionary Computing
  • Artificial Intelligence 
  • Visualisation
  • Machine Learning and Data Science
  • Cyber Security

Publications

Publications

Key publications

Key publications are highlighted

Journals
Articles
Walter MJ, Walker DJ & Craven MJ (2022) 'Visualising Population Dynamics to Examine Algorithm Performance' IEEE Transactions on Evolutionary Computation , DOI Open access
Conference Papers
Walter M, Walker D & Craven M (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
Walter M, Walker D & Craven M (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
Walter MJ, Walker DJ & Craven MJ (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 Springer 299-312 Publisher Site