Stephen Muggleton

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Alireza Tamaddoni-NezhadReader (Associate Professor), University of SurreyAdresse e-mail validée de surrey.ac.uk
Ross D. KingProfessor of Machine Intelligence, Chalmers UniversityAdresse e-mail validée de chalmers.se
Luc De Raedtprofessor, KU Leuven & guestprofessor, Örebro UniversityAdresse e-mail validée de cs.kuleuven.be
Saso DzeroskiJozef Stefan Institute, Dept. of Knowledge TechnologiesAdresse e-mail validée de ijs.si
Huma LodhiThe University of WarwickAdresse e-mail validée de warwick.ac.uk
Ivan BratkoProfessor of Computer Science, University of LjubljanaAdresse e-mail validée de fri.uni-lj.si
Douglas KellUniversity of LiverpoolAdresse e-mail validée de liv.ac.uk
Antonis KakasUniversity of CyprusAdresse e-mail validée de ucy.ac.cy
Wray BuntineProfessor, VinUniversityAdresse e-mail validée de vinuni.edu.vn
Marcel TurcotteProfessor (Full) at the School of Electrical Engineering and Computer Science, University of OttawaAdresse e-mail validée de uottawa.ca
Lise GetoorDistinguished Professor of Computer Science & Engineering, University of California, Santa CruzAdresse e-mail validée de ucsc.edu
Paolo FrasconiProfessor of Computer Science, Università di FirenzeAdresse e-mail validée de dsi.unifi.it
Thomas DietterichDistinguished Professor (Emeritus), Computer Science, Oregon State UniversityAdresse e-mail validée de cs.orst.edu
Peter FlachProfessor of Artificial Intelligence, Department of Computer Science, University of BristolAdresse e-mail validée de bristol.ac.uk
Katsumi InoueNational Institute of InformaticsAdresse e-mail validée de nii.ac.jp
Kristian KerstingProfessor of AI & ML, Technical University of Darmstadt, Co-Director hessian.ai, DFKI, CAIRNE, ELLISAdresse e-mail validée de cs.tu-darmstadt.de
Pedro DomingosProfessor of Computer Science and Engineering, University of WashingtonAdresse e-mail validée de cs.washington.edu
Wayne LukProfessor of Computer Engineering, Imperial College LondonAdresse e-mail validée de imperial.ac.uk
Lawrence KelleyImperial College LondonAdresse e-mail validée de imperial.ac.uk
James CussensSenior Lecturer in Computer Science, University of BristolAdresse e-mail validée de bristol.ac.uk

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Stephen Muggleton

Imperial College London

Adresse e-mail validée de imperial.ac.uk - Page d'accueil

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


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Inductive logic programming: Theory and methods S Muggleton, L De Raedt The Journal of Logic Programming 19, 629-679, 1994	2403	1994
Inductive logic programming S Muggleton New generation computing 8 (4), 295-318, 1991	2375	1991
Inverse entailment and Progol S Muggleton New generation computing 13 (3), 245-286, 1995	2272	1995
Efficient induction of logic programs SH Muggleton, C Feng Turing Institute, 1990	1247	1990
Relational Data Mining SH Muggelton, J Firth Springer-Verlag, 2001	945*	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	886	2004
Meta-interpretive learning of higher-order dyadic datalog: Predicate invention revisited S Muggleton, ATN Lin, Dianhuan Machine Learning 100 (1), 49-73, 2015	845*	2015
Machine invention of first-order predicates by inverting resolution S Muggleton, W Buntine Machine Learning Proceedings 1988, 339-352, 1988	795	1988
Learning structure and parameters of stochastic logic programs S Muggleton Inductive Logic Programming: 12th International Conference, ILP 2002 Sydney …, 2003	542	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	455	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	389	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	379	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	346	1997
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	273*	2010
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	265	1994
Scalable acceleration of inductive logic programs A Fidjeland, W Luk, S Muggleton Field-Programmable Technology, 2002.(FPT). Proceedings. 2002 IEEE …, 2002	253*	2002
Applications of inductive logic programming I Bratko, S Muggleton Communications of the ACM 38 (11), 65-70, 1995	241	1995
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	239*	2011
Duce, an oracle based approach to constructive induction S Muggleton Proceedings of the Tenth International Joint conference on Artificial …, 1987	227	1987

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