| Meta-interpretive learning of higher-order dyadic datalog: Predicate invention revisited SH Muggleton, D Lin, A Tamaddoni-Nezhad Machine Learning 100 (1), 49-73, 2015 | 280 | 2015 |
| Meta-interpretive learning: application to grammatical inference SH Muggleton, D Lin, N Pahlavi, A Tamaddoni-Nezhad Machine learning 94, 25-49, 2014 | 165 | 2014 |
| Bias reformulation for one-shot function induction D Lin, E Dechter, K Ellis, J Tenenbaum, S Muggleton ECAI 2014, 525-530, 2014 | 114 | 2014 |
| Beyond imitation: Zero-shot task transfer on robots by learning concepts as cognitive programs M Lázaro-Gredilla, D Lin, JS Guntupalli, D George Science Robotics 4 (26), eaav3150, 2019 | 98 | 2019 |
| Metabayes: Bayesian meta-interpretative learning using higher-order stochastic refinement SH Muggleton, D Lin, J Chen, A Tamaddoni-Nezhad International Conference on Inductive Logic Programming, 1-17, 2013 | 23 | 2013 |
| MC-Toplog: Complete multi-clause learning guided by a top theory SH Muggleton, D Lin, A Tamaddoni-Nezhad International Conference on Inductive Logic Programming, 238-254, 2011 | 11 | 2011 |
| Method and system for machine concept understanding M Lázaro-Gredilla, D Lin, JS Guntupalli, D George US Patent 11,633,860, 2023 | 8 | 2023 |
| Does multi-clause learning help in real-world applications? D Lin, J Chen, H Watanabe, SH Muggleton, P Jain, MJE Sternberg, ... Inductive Logic Programming: 21st International Conference, ILP 2011 …, 2012 | 4 | 2012 |
| 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 | 2 | 2014 |
| Logic programs as declarative and procedural bias in inductive logic programming D Lin Imperial College London, 2013 | 2 | 2013 |
| Ongoing Work on Applying Multi-clause ILP to Identify Metabolic Control Points D Lin, J Chen, H Watanabe, P Jain, C Baxter, RA Currie, JD Salazar, ... Learning and Discovery in Symbolic Systems Biology, 85, 2012 | | 2012 |
| Learning a Causal Network from Temporal Cancer Gene Expression Data: A Logical Abduction Approach H Watanabe, S Muggleton, R Currie, P Jain, D Lin, J Chen, M Sternberg, ... Learning and Discovery in Symbolic Systems Biology, 55, 2012 | | 2012 |
| AAAI Publications SH Muggleton, D Lin | | |
Stephen MuggletonImperial College LondonVerified email at imperial.ac.uk
