Stephen Muggleton
TitleCited byYear
Inverse entailment and Progol
S Muggleton
New generation computing 13 (3), 245-286, 1995
18611995
Inductive logic programming: Theory and methods
S Muggleton, L De Raedt
The Journal of Logic Programming 19, 629-679, 1994
18201994
Inductive logic programming
S Muggleton
New generation computing 8 (4), 295-318, 1991
18151991
Efficient induction of logic programs
S Muggleton, C Feng
Turing Institute, 1990
11221990
Inductive logic programming
S Muggleton
Morgan Kaufmann, 1992
9261992
Machine invention of first-order predicates by inverting resolution
S Muggleton, W Buntine
Machine Learning Proceedings 1988, 339-352, 1988
7061988
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
5542004
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
501*2008
Learning probabilistic logic models from probabilistic examples
J Chen, S Muggleton, J Santos
Machine learning 73 (1), 55-85, 2008
483*2008
Stochastic logic programming
S Muggleton
Proceedings of the 5th International Workshop on Inductive Logic Programming, 1995
432*1995
Stochastic logic programs
S Muggleton
Advances in inductive logic programming 32, 254-264, 1996
4271996
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
4201996
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
3361992
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
3281992
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
3251996
Learning from positive data
S Muggleton
Inductive logic programming, 358-376, 1997
2951997
Meta-interpretive learning of higher-order dyadic datalog: Predicate invention revisited
S Muggleton, ATN Lin, Dianhuan
Machine Learning 100 (1), 49-73, 2015
287*2015
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
2281994
Applications of inductive logic programming
I Bratko, S Muggleton
Communications of the ACM 38 (11), 65-70, 1995
2021995
Duce, an oracle based approach to constructive induction
S Muggleton
Proceedings of the Tenth International Joint conference on Artificial …, 1987
2001987
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Articles 1–20