Research

Research interests

My main interests lie in the area of knowledge systems: how to represent knowledge using logic and how to automatically deduce conclusions from knowledge. My specialisation is in nonmonotonic reasoning, which deals with incomplete and inconsistent information. And then I applied these methods to the semantic web.

Recently I have been applying AI technologies, both knowledge-based AI and machine learning, to mental health problems. I am most excited about it, as my research is having important impact in the real world!

Current and recent research projects

  • AI for ADHD diagnosis with the National Health Service (2018-present, funded by South-West Yorkshire Partnership NHS Foundation Trust and Research England through Grow Medtech)
  • AI for autism diagnosis with the National Health Service (2020 - present, funded by South-West Yorkshire Partnership NHS Foundation Trust)
  • Knowledge engineering for AutoML with JAD Bio (2019-present, research contract)
  • RECOMBINE - MarieCurie RISE project on AI for 5G networks (2020-2023, Horizon 2020)
  • Smart Rolling Stock Maintenance Facility, where I will be working on a digital twin (2020-2023, European Structural Investment Fund)

Editorial board membership

  • Editor, Knowledge and Information Systems
  • Editor, Artificial Intelligence Journal
  • Editor, International Journal of Artificial Intelligence Tools
  • Guest Editor, Artificial Intelligence in Medicine (2019-2020)

Recent conference leadership

  • PC Co-Chair, IEEE International Conference on Knowledge Graphs 2020

Recent keynotes

  • World Intelligence Congress 2018, Tianjin, China
  • IISA (Information, Intelligence, Systems and Applications) 2019, Patras, Greece
  • PRICAI 2019, Suva, Fiji



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