Inductive logic programming: Theory and methods S Muggleton, L De Raedt The Journal of Logic Programming 19, 629-679, 1994 | 2351 | 1994 |
Inductive logic programming S Muggleton New generation computing 8 (4), 295-318, 1991 | 2306 | 1991 |
Inverse entailment and Progol S Muggleton New generation computing 13 (3), 245-286, 1995 | 2234 | 1995 |
Efficient induction of logic programs SH Muggleton, C Feng Turing Institute, 1990 | 1246 | 1990 |
Relational Data Mining SH Muggelton, J Firth Springer-Verlag, 2001 | 936* | 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 | 849 | 2004 |
Machine invention of first-order predicates by inverting resolution S Muggleton, W Buntine Machine Learning Proceedings 1988, 339-352, 1988 | 798 | 1988 |
Meta-interpretive learning of higher-order dyadic datalog: Predicate invention revisited S Muggleton, ATN Lin, Dianhuan Machine Learning 100 (1), 49-73, 2015 | 773* | 2015 |
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 | 388 | 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 | 377 | 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 | 356 | 1996 |
Learning from positive data S Muggleton Inductive logic programming, 358-376, 1997 | 338 | 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 | 260 | 1994 |
Scalable acceleration of inductive logic programs A Fidjeland, W Luk, S Muggleton Field-Programmable Technology, 2002.(FPT). Proceedings. 2002 IEEE …, 2002 | 238* | 2002 |
Applications of inductive logic programming I Bratko, S Muggleton Communications of the ACM 38 (11), 65-70, 1995 | 234 | 1995 |
Duce, an oracle based approach to constructive induction S Muggleton Proceedings of the Tenth International Joint conference on Artificial …, 1987 | 230 | 1987 |
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 | 228* | 2011 |
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 | 221* | 2010 |