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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Inductive logic programming: Theory and methods S Muggleton, L De Raedt The Journal of Logic Programming 19, 629-679, 1994	2387	1994
Inductive logic programming S Muggleton New generation computing 8 (4), 295-318, 1991	2356	1991
Inverse entailment and Progol S Muggleton New generation computing 13 (3), 245-286, 1995	2260	1995
Efficient induction of logic programs SH Muggleton, C Feng Turing Institute, 1990	1244	1990
Relational Data Mining SH Muggelton, J Firth Springer-Verlag, 2001	943*	2001
Functional genomic hypothesis generation and experimentation by a robot scientist RD King, KE Whelan, FM Jones, PGK Reiser, CH Bryant, SH Muggleton, ... Nature 427 (6971), 247-252, 2004	879	2004
Meta-interpretive learning of higher-order dyadic datalog: Predicate invention revisited S Muggleton, ATN Lin, Dianhuan Machine Learning 100 (1), 49-73, 2015	823*	2015
Machine invention of first-order predicates by inverting resolution S Muggleton, W Buntine Machine Learning Proceedings 1988, 339-352, 1988	793	1988
Learning structure and parameters of stochastic logic programs S Muggleton Inductive Logic Programming: 12th International Conference, ILP 2002 Sydney …, 2003	541	2003
Theories for mutagenicity: A study in first-order and feature-based induction A Srinivasan, SH Muggleton, MJE Sternberg, RD King Artificial Intelligence 85 (1-2), 277-299, 1996	452	1996
Drug design by machine learning: the use of inductive logic programming to model the structure-activity relationships of trimethoprim analogues binding to dihydrofolate reductase. RD King, S Muggleton, RA Lewis, MJ Sternberg Proceedings of the national academy of sciences 89 (23), 11322-11326, 1992	387	1992
Protein secondary structure prediction using logic-based machine learning S Muggleton, RD King, MJE Stenberg Protein Engineering, Design and Selection 5 (7), 647-657, 1992	378	1992
Structure-activity relationships derived by machine learning: The use of atoms and their bond connectivities to predict mutagenicity by inductive logic programming RD King, SH Muggleton, A Srinivasan, MJ Sternberg Proceedings of the National Academy of Sciences 93 (1), 438-442, 1996	358	1996
Learning from positive data S Muggleton Inductive logic programming, 358-376, 1997	344	1997
Mutagenesis: ILP experiments in a non-determinate biological domain A Srinivasan, S Muggleton, RD King, MJE Sternberg Proceedings of the 4th International Workshop on Inductive Logic Programming …, 1994	262	1994
Chess revision: acquiring the rules of chess variants through FOL theory revision from examples S Muggleton, A Paes, V Santos Costa, G Zaverucha Inductive Logic Programming, 123-130, 2010	252*	2010
Scalable acceleration of inductive logic programs A Fidjeland, W Luk, S Muggleton Field-Programmable Technology, 2002.(FPT). Proceedings. 2002 IEEE …, 2002	248*	2002
Automated Discovery of Food Webs from Ecological Data Using Logic-Based Machine Learning DA Bohan, G Caron-Lormier, S Muggleton, A Raybould, ... PloS one 6 (12), e29028, 2011	237*	2011
Applications of inductive logic programming I Bratko, S Muggleton Communications of the ACM 38 (11), 65-70, 1995	236	1995
Duce, an oracle based approach to constructive induction S Muggleton Proceedings of the Tenth International Joint conference on Artificial …, 1987	226	1987

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