Alexander Gegov

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Explainable Artificial Intelligence for Complex Systems Modelling

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Biography

I am Associate Professor in Computational Intelligence in the School of Computing at the University of Portsmouth. I am also Visiting Professor in Control Theory in the English Faculty of Engineering at the Technical University of Sofia. I have been Associate Dean Research for the Faculty of Technology at the University of Portsmouth. I have a PhD in Cybernetics and a DSc in Artificial Intelligence – both from the Bulgarian Academy of Sciences. I have been a recipient of a national award for best young researcher from the Bulgarian Union of Scientists. I have been Humboldt Guest Researcher at the Universities of Duisburg and Wuppertal in Germany. I have also been EU Visiting Researcher at the Delft University of Technology in the Netherlands.

My research interests are in the development of artificial intelligence and machine learning methods as well as their application for modelling and simulation of complex systems and networks. I have guest edited several special issues of journals and books with conference proceeding published by IEEE and Springer. I have authored 5 research monographs and more than 20 book chapters published by Springer. I have also authored more than 100 articles and papers in a wide range of peer-reviewed specialised journals and international conferences including IEEE journals and conferences. I have presented more than 20 invited lectures and tutorials at international scientific events including IEEE, EPSRC and NATO Conferences and Summer Schools on Artificial Intelligence, Fuzzy Systems, Neural Networks, Intelligent Systems, Computational Intelligence, Cybernetics and Complexity Science. I have been actively involved as PhD Supervisor and PhD Examiner. I have also been Principal Investigator and Co-Investigator on research projects funded by NATO, EU, EPSRC and Innovate UK.

I am Associate Editor for the IEEE Transactions on Artificial Intelligence, the IEEE Transactions on Fuzzy Systems, the International Journal of Intelligent Systems, the Journal of Fuzzy Sets and Systems, the Journal of Intelligent and Fuzzy Systems, and the International Journal of Computational Intelligence Systems. I am also Reviewer for several journals including IEEE Transactions on Neural Networks and Assessor for several national research councils including EPSRC. I am currently Member of the Soft Computing Technical Committee of the IEEE Society of Systems, Man and Cybernetics and the Outstanding Paper Award Committee of the IEEE Computational Intelligence Society. I am also Member of the IEEE Working Groups on Explainable Artificial Intelligence and Trustworthy Artificial Intelligence as well as the IEEE Task Forces on Explainable Fuzzy Systems and Fuzzy Systems Software.

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Research Interests

  • Development of artificial intelligence and machine learning methods using fuzzy systems, neural networks and evolutionary algorithms
  • Validation of these methods for management, modelling, simulation and control of complex systems and networks characterised by nonlinearity, uncertainty, dimensionality and connectivity
  • Application of these methods in areas such as public security (in collaboration with NATO), financial forecasting, medical diagnosis and environmental modelling and their evalution in terms of feasibility, accuracy, efficiency and transparency 
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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 7 - Affordable and Clean Energy
  • SDG 11 - Sustainable Cities and Communities
  • SDG 13 - Climate Action
  • SDG 15 - Life on Land
  • SDG 16 - Peace, Justice and Strong Institutions

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