Articles with public access mandates - Stephen MuggletonLearn more
Not available anywhere: 1
Machine Learning of Biological Networks Using Abductive ILP
A Tamaddoni‐Nezhad, D Lin, H Watanabe, J Chen, S Muggleton
Logical Modeling of Biological Systems, 363-401, 2014
Mandates: UK Engineering and Physical Sciences Research Council
Available somewhere: 12
Meta-interpretive learning of higher-order dyadic datalog: Predicate invention revisited
S Muggleton, ATN Lin, Dianhuan
Machine Learning 100 (1), 49-73, 2015
Mandates: National Natural Science Foundation of China, German Research Foundation, UK …
Metagol system
A Cropper, SH Muggleton
Mandates: National Natural Science Foundation of China, UK Engineering and Physical …
Networking our way to better ecosystem service provision
Quintessence Consortium
Trends in Ecology & Evolution 31 (2), 105-115, 2016
Mandates: UK Biotechnology and Biological Sciences Research Council, UK Engineering …
Automated identification of protein-ligand interaction features using inductive logic programming: A hexose binding case study
JCA Santos, H Nassif, D Page, SH Muggleton, MJE Sternberg
BMC bioinformatics 13 (1), 162, 2012
Mandates: US National Institutes of Health
Fast abductive learning by similarity-based consistency optimization
YX Huang, WZ Dai, LW Cai, SH Muggleton, Y Jiang
Advances in Neural Information Processing Systems 34, 26574-26584, 2021
Mandates: National Natural Science Foundation of China, UK Engineering and Physical …
Hypothesizing an algorithm from one example: the role of specificity
SH Muggleton FREng
Philosophical Transactions of the Royal Society A 381 (2251), 20220046, 2023
Mandates: UK Engineering and Physical Sciences Research Council
Human-like rule learning from images using one-shot hypothesis derivation
D Varghese, R Bauer, D Baxter-Beard, S Muggleton, ...
International Conference on Inductive Logic Programming, 234-250, 2021
Mandates: UK Engineering and Physical Sciences Research Council
Top program construction and reduction for polynomial time meta-interpretive learning
S Patsantzis, SH Muggleton
Machine Learning 110 (4), 755-778, 2021
Mandates: UK Engineering and Physical Sciences Research Council
Can predicate invention compensate for incomplete background knowledge?
A Cropper, S Mugglteon
Thirteenth Scandinavian Conference on Artificial Intelligence, 27-36, 2015
Mandates: UK Biotechnology and Biological Sciences Research Council
Machine discovery of comprehensible strategies for simple games using meta-interpretive learning
SH Muggleton, C Hocquette
New Generation Computing 37, 203-217, 2019
Mandates: UK Engineering and Physical Sciences Research Council
Explanatory machine learning for sequential human teaching
L Ai, J Langer, SH Muggleton, U Schmid
Machine Learning 112 (10), 3591-3632, 2023
Mandates: UK Engineering and Physical Sciences Research Council, European Commission
Helping Social Scientists to Collect and Understand Social Media Data
J Pan, S Muggleton, J Vargheese
Mandates: UK Economic and Social Research Council, European Commission
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