Stephen Muggleton

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Alireza Tamaddoni-NezhadReader (Associate Professor), University of SurreyVerified email at surrey.ac.uk
Ross D. KingProfessor of Machine Intelligence, Chalmers UniversityVerified email at chalmers.se
Luc De Raedtprofessor, KU Leuven & guestprofessor, Örebro UniversityVerified email at cs.kuleuven.be
Saso DzeroskiJozef Stefan Institute, Dept. of Knowledge TechnologiesVerified email at ijs.si
Huma LodhiThe University of WarwickVerified email at warwick.ac.uk
Ivan BratkoProfessor of Computer Science, University of LjubljanaVerified email at fri.uni-lj.si
Douglas KellUniversity of LiverpoolVerified email at liv.ac.uk
Antonis KakasUniversity of CyprusVerified email at ucy.ac.cy
Wray BuntineProfessor, VinUniversityVerified email at vinuni.edu.vn
Marcel TurcotteProfessor (Full) at the School of Electrical Engineering and Computer Science, University of OttawaVerified email at uottawa.ca
Lise GetoorDistinguished Professor of Computer Science & Engineering, University of California, Santa CruzVerified email at ucsc.edu
Paolo FrasconiProfessor of Computer Science, Università di FirenzeVerified email at dsi.unifi.it
Thomas DietterichDistinguished Professor (Emeritus), Computer Science, Oregon State UniversityVerified email at cs.orst.edu
Peter FlachProfessor of Artificial Intelligence, Department of Computer Science, University of BristolVerified email at bristol.ac.uk
Katsumi InoueNational Institute of InformaticsVerified email at nii.ac.jp
Kristian KerstingProfessor of AI & ML, TU Darmstadt, Co-Director hessian.ai, DFKI, Germany, CLAIRE & ELLISVerified email at cs.tu-darmstadt.de
Pedro DomingosProfessor of Computer Science and Engineering, University of WashingtonVerified email at cs.washington.edu
Lawrence KelleyImperial College LondonVerified email at imperial.ac.uk
Wayne LukProfessor of Computer Engineering, Imperial College LondonVerified email at imperial.ac.uk
James CussensSenior Lecturer in Computer Science, University of BristolVerified email at bristol.ac.uk

Stephen Muggleton

Imperial College London

Verified email at imperial.ac.uk - Homepage

Inductive Logic Programming Automation of Science Relational Learning Computational Logic Logic Programming


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Simulating Petri nets with Boolean Matrix Logic Programming L Ai, SH Muggleton, SS Liang, GS Baldwin arXiv preprint arXiv:2405.11412, 2024		2024
Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network models L Ai, SH Muggleton, SS Liang, GS Baldwin arXiv preprint arXiv:2405.06724, 2024		2024
Inductive Logic Programming: 31st International Conference, ILP 2022, Windsor Great Park, UK, September 28-30, 2022, Proceedings SH Muggleton, A Tamaddoni-Nezhad Springer Nature, 2024		2024
Explanatory machine learning for sequential human teaching L Ai, J Langer, SH Muggleton, U Schmid Machine Learning 112 (10), 3591-3632, 2023	1	2023
Human Comprehensible Active Learning of Genome-Scale Metabolic Networks L Ai, SS Liang, WZ Dai, L Hallett, SH Muggleton, GS Baldwin arXiv preprint arXiv:2308.12740, 2023		2023
Hypothesizing an algorithm from one example: the role of specificity SH Muggleton FREng Philosophical Transactions of the Royal Society A 381 (2251), 20220046, 2023	8	2023
Introduction to ‘cognitive artificial intelligence’ A Bundy, N Chater, S Muggleton Philosophical Transactions of the Royal Society A 381 (2251), 20220051, 2023	1	2023
Introduction to Special issue on Cognitive Artificial Intelligence A Bundy, N Chater, S Muggleton Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2023		2023
Correction to: Meta-interpretive learning as metarule specialisation S Patsantzis, SH Muggleton Machine Learning 111 (8), 3061-3061, 2022		2022
Human-like Computer Vision. SH Muggleton, WZ Dai Human-Like Machine Intelligence, 199-217, 2022		2022
Fast abductive learning by similarity-based consistency optimization YX Huang, WZ Dai, LW Cai, SH Muggleton, Y Jiang Advances in Neural Information Processing Systems 34, 26574-26584, 2021	25	2021
Human-like rule learning from images using one-shot hypothesis derivation D Varghese, R Bauer, D Baxter-Beard, S Muggleton, ... International Conference on Inductive Logic Programming, 234-250, 2021	8	2021
Human-like machine intelligence S Muggleton, N Chater Oxford University Press, 2021	13*	2021
Automated Biodesign Engineering by Abductive Meta-Interpretive Learning WZ Dai, L Hallett, SH Muggleton, GS Baldwin arXiv preprint arXiv:2105.07758, 2021	2	2021
Top program construction and reduction for polynomial time meta-interpretive learning S Patsantzis, SH Muggleton Machine Learning 110 (4), 755-778, 2021	6	2021
Learning higher-order programs through predicate invention A Cropper, R Morel, SH Muggleton Proceedings of the AAAI Conference on Artificial Intelligence 34 (09), 13655 …, 2020	5	2020
Special Issue on Semantic Technology R Ichise, S Muggleton, K Kozaki, F Lecue, D Zhao, T Kawamura New Generation Computing 37, 359-360, 2019		2019
Dagstuhl Reports, Vol. 9, Issue 5 ISSN 2192-5283 T Berger, M Chechik, T Kehrer, M Wimmer, SI Fabrikant, S Miksch, A Wolff, ...		2019
Machine discovery of comprehensible strategies for simple games using meta-interpretive learning SH Muggleton, C Hocquette New Generation Computing 37, 203-217, 2019	3	2019
Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies? C Hocquette, SH Muggleton arXiv preprint arXiv:1902.09835, 2019	1	2019

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