20132026

Research activity per year

Personal profile

Research interests

I have over 25 years of experience in AI, specialising in machine learning and optimisation. My journey began with bio-inspired computing, and my interests have since expanded to encompass a broad spectrum of modern AI, integrating both theoretical and practical aspects.

Currently, my work focuses on the dependability of AI systems. This includes designing robust AI systems, understanding their limitations, and improving AI practices to enhance system reliability. My research has been applied across various domains, notably in medicine, where I contributed to the clinical translation of tools for Parkinson’s disease management.

Drawing from these experiences, I am committed to sharing knowledge about AI practices and regularly share insights through talks and my Substack, Fetch Decode Execute.

Biography

I am a Professor in the Department of Computer Science, and also a member of the Edinburgh Centre for Robotics. I have MEng and PhD degrees from the University of York, awarded in 1999 and 2003 respectively.

Following my PhD, I held an ERCIM Fellowship at the Norwegian University of Science and Technology. I then worked for 8 years as a Research Associate and then Research Fellow at the University of York, before moving to Heriot-Watt University in 2013.

I am an Associate Editor of BioSystems, and am on the editorial board of Genetic Programming and Evolvable Machines. I am a Senior Member of the IEEE, and a member of the IEEE Technical Committee on Bioinformatics and Bioengineering.

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 3 - Good Health and Well-being
  • SDG 4 - Quality Education

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Collaborations and top research areas from the last five years

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  • Best Paper Award

    Elshimy, H. (Recipient), Zantout, H. (Recipient), Lones, M. A. (Recipient) & Elgayar, N. (Recipient), Feb 2025

    Prize: Prize (including medals and awards)

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  • Humies Gold Award

    Lones, M. A. (Recipient), Alty, J. E. (Recipient), Cosgrove, J. (Recipient), Duggan-Carter, P. (Recipient), Jamieson, S. (Recipient), Naylor, R. F. (Recipient), Turner, A. J. (Recipient) & Smith, S. L. (Recipient), Jul 2018

    Prize: Prize (including medals and awards)