Personal profile
Research Interests
My main field of research lies in AI Modelling, which spans areas such as interactive theorem proving, formal verification, process modelling, and AI/machine learning applied to healthcare and other complex, real-world domains.
Qualifications
| 1995-1999 | PhD in Artificial Intelligence (Automated Reasoning), Computer Laboratory, University of Cambridge |
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Thesis: A combination of geometry theorem proving and nonstandard analysis, with application to Newton's Principia. Winner of the British Computer Society Distinguished PhD Dissertation Award, 2000. | |
| 1991-1995 | MEng Artificial Intelligence, Department of Computing, Imperial College of Science, Technology and Medicine, University of London |
Biography
Prof. Jacques Fleuriot received a First Class Honours MEng Computing degree in Artificial Intelligence from Imperial College, London (1995) and a PhD in Automated Reasoning from the University of Cambridge (May 1999). He received scholarships from the Government of Mauritius, Imperial College, The University of Cambridge and the Overseas Research Students Awards Scheme in support of his studies. His PhD focused on the mechanization of proofs from Newton's Principia using the proof assistant Isabelle. He received a British Computer Society Distinguished Dissertation Award for this work in 2000. In 1999, after completing his PhD, he was appointed to the post of Lecturer in Automated Reasoning at the School of Informatics at the University of Edinburgh.
Prof. Fleuriot has been principal investigator on recent grants involving diverse areas such as collaborative theorem proving and AI-based modelling and predictions for healthcare. He has been a principal invetigator and co-investigator on several grants on mathematical reasoning and the application of AI to healthcare, medicine and other domains such as manufacturing. He is currently the principal supervisor for several PhD students and, over the years, has acted as principal or co-supervisor for over 15 successful PhD students. He currenlty teaches courses in automated reasoning and Artificial Intelligence to undergraduates and masters students.
More recent details about his research and that of his collaborators and students can be found on the webpages of the Artificial Intelligence Modelling Lab (AIML).
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Collaborations and top research areas from the last five years
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Machine learning-based predictions of healthcare contacts following emergency hospitalisation using electronic health records
Georgiev, K., Doudesis, D., McPeake, J., Mills, N. L., Shenkin, S. D., Fleuriot, J. D. & Anand, A., 17 Dec 2025, In: npj Digital Medicine. 8, 764 .Research output: Contribution to journal › Article › peer-review
Open AccessFile -
A personalised formal verification framework for monitoring activities of daily living of older adults living independently in their homes
Contreras, R., Smola, F., Farič, N., Zheng, J., Hillston, J. & Fleuriot, J. D., 27 Nov 2025, In: IEEE Sensors Journal. 26, 2, p. 2138-2147 10 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
GradSTL: Comprehensive Signal Temporal Logic for Neurosymbolic Reasoning and Learning
Chevallier, M., Smola, F., Schmoetten, R. & Fleuriot, J. D., 13 Oct 2025, 32nd International Symposium on Temporal Representation and Reasoning (TIME 2025). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, p. 1-14 14 p. 6. (Leibniz International Proceedings in Informatics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
Evaluating personalised beneficial interventions in the daily lives of older adults using a camera
Chen, L., Lockhead, C., Fisher, R. B., Farič, N., Fleuriot, J. & Ramamoorthy, S., 20 Aug 2025, Artificial Intelligence in Healthcare: Second International Conference. Cafolla, D., Rittman, T. & Ni, H. (eds.). Springer, p. 131-141 11 p. 16039. (Lecture Notes in Computer Science).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
Machine Learning-based Predictions of Healthcare Contacts Following Emergency Hospitalisation Using Electronic Health Records
Georgiev, K., Doudesis, D., McPeake, J., Mills, N. L., Shenkin, S. D., Fleuriot, J. D. & Anand, A., 19 Aug 2025, Research Square .Research output: Working paper › Preprint
Activities
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Journal)
Fleuriot, J. (Peer reviewer), Wang, D. (Peer reviewer) & Calmet, J. (Peer reviewer)
Jul 2018Activity: Publication peer-review and editorial work types › Editorial activity
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Journal)
Ida, T. (Editor) & Fleuriot, J. (Editor)
Mar 2013Activity: Publication peer-review and editorial work types › Editorial activity
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The 9th International Workshop on Automated Deduction in Geometry
Fleuriot, J. (Organiser)
2012Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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IJCAR 2012 - The 6th International Joint Conference on Automated Reasoning
Fleuriot, J. (Member of programme committee)
2012Activity: Participating in or organising an event types › Participation in conference
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Transforming data into actionable insights
Lone, N. (Principal Investigator), Anand, A. (Co-investigator) & Fleuriot, J. (Co-investigator)
1/11/25 → 31/03/28
Project: Research
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The Advanced Care Reseach Centre
Fleuriot, J. (Principal Investigator) & Seth, S. (Co-investigator)
UK industry, commerce and public corporations
1/04/20 → 31/03/27
Project: Research
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Few Shot Prediction with Neurosymbolic AI to Predict Rare Side Effects
Fleuriot, J. (Principal Investigator)
14/01/25 → 18/07/25
Project: Research
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Formalising Haag-Kastler Nets in Higher-order Logic
Fleuriot, J. (Principal Investigator)
1/11/21 → 31/10/24
Project: Research
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Artificial Intelligence and Multimorbidity: Clustering in Individuals, Space and Clinical Context (AIM-CISC)
Fleuriot, J. (Principal Investigator), Restocchi, V. (Co-investigator) & Seth, S. (Co-investigator)
1/08/21 → 30/07/24
Project: Research
Datasets
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Additional supplementary materials for "Dr.Aid" CSCW 2021 paper
Zhao, R. (Creator), Atkinson, M. (Creator), Papapanatiotou, P. (Creator), Magnoni, F. (Creator) & Fleuriot, J. (Creator), Zenodo, 20 Aug 2021
DOI: 10.5281/zenodo.5227392, https://zenodo.org/record/5227392
Dataset
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Metadata Release of the Archive of Formal Proofs for Isabelle2021 (04-16)
MacKenzie, C. (Creator), Vaughan, J. (Creator) & Fleuriot, J. (Creator), Zenodo, 16 Apr 2021
DOI: 10.5281/zenodo.4697475, https://zenodo.org/record/4697476#.ZFoRuxHMKUk and one more link, https://zenodo.org/record/4697476 (show fewer)
Dataset