Stephen Muggleton

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Ross D. KingProfessor of Machine Intelligence, Chalmers UniversityVerified email at chalmers.se
Alireza Tamaddoni-NezhadSenior Lecturer (Associate Professor), University of SurreyVerified email at surrey.ac.uk
Luc De Raedtprofessor, KU LeuvenVerified email at cs.kuleuven.be
Huma LodhiThe University of WarwickVerified email at warwick.ac.uk
Saso DzeroskiJozef Stefan Institute, Dept. of Knowledge TechnologiesVerified email at ijs.si
Douglas KellUniversity of LiverpoolVerified email at liv.ac.uk
Ivan BratkoProfessor of Computer Science, University of LjubljanaVerified email at fri.uni-lj.si
Kristian KerstingProfessor of Artificial Intelligence and Machine Learning, hessian.ai, TU Darmstadt, GermanyVerified email at cs.tu-darmstadt.de
Marcel TurcotteProfessor (Full) at the School of Electrical Engineering and Computer Science, University of OttawaVerified email at uottawa.ca
Antonis KakasUniversity of CyprusVerified email at ucy.ac.cy
Wray BuntineProfessor, MonashVerified email at monash.edu
Lise GetoorProfessor of Computer Science, 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 Informatics / SOKENDAI / Tokyo Institute of TechnologyVerified email at nii.ac.jp
Pedro DomingosProfessor of Computer Science and Engineering, University of WashingtonVerified email at cs.washington.edu
James CussensSenior Lecturer in Computer Science, University of BristolVerified email at bristol.ac.uk
Lawrence KelleyImperial College LondonVerified email at imperial.ac.uk
Wayne LukProfessor of Computer Engineering, Imperial College LondonVerified email at imperial.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	2003	1994
Inverse entailment and Progol S Muggleton New generation computing 13 (3), 245-286, 1995	1995	1995
Inductive logic programming S Muggleton New generation computing 8 (4), 295-318, 1991	1899	1991
Efficient induction of logic programs S Muggleton, C Feng Turing Institute, 1990	1157	1990
Inductive logic programming S Muggleton Morgan Kaufmann, 1992	1087	1992
Relational Data Mining SH Muggelton, J Firth Springer-Verlag, 2001	845*	2001
Machine invention of first-order predicates by inverting resolution S Muggleton, W Buntine Machine Learning Proceedings 1988, 339-352, 1988	724	1988
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	633	2004
Probabilistic Inductive Logic Programming-Theory and Applications, volume 4911 of Lecture Notes in Computer Science L De Raedt, P Frasconi, K Kersting, S Muggleton Springer, 2008	544*	2008
Learning probabilistic logic models from probabilistic examples J Chen, S Muggleton, J Santos Machine learning 73 (1), 55-85, 2008	511*	2008
Stochastic logic programming S Muggleton Proceedings of the 5th International Workshop on Inductive Logic Programming, 1995	461*	1995
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	427	1996
Meta-interpretive learning of higher-order dyadic datalog: Predicate invention revisited S Muggleton, ATN Lin, Dianhuan Machine Learning 100 (1), 49-73, 2015	415*	2015
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	347	1992
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	346	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	333	1996
Learning from positive data S Muggleton Inductive logic programming, 358-376, 1997	313	1997
Induction of Regular Languages from Positive Examples, Turing Institute Report S Muggleton TIRM-84-009, 1984	248*	1984
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	241	1994
Applications of inductive logic programming I Bratko, S Muggleton Communications of the ACM 38 (11), 65-70, 1995	211	1995

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