Imperial College London

ProfessorStephenMuggleton

Faculty of EngineeringDepartment of Computing

Royal Academy Chair in Machine Learning
 
 
 
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Contact

 

+44 (0)20 7594 8307s.muggleton Website

 
 
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Assistant

 

Mrs Bridget Gundry +44 (0)20 7594 1245

 
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Location

 

407Huxley BuildingSouth Kensington Campus

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Summary

 

Summary

  • Inductive Logic Programming
  • Machine Learning applications in Molecular Biology
  • Intelligent adaptive agents
  • Natural language learning

Publications

Journals

Muggleton SH, Hocquette C, 2019, Machine Discovery of Comprehensible Strategies for Simple Games Using Meta-interpretive Learning, New Generation Computing, Vol:37, ISSN:0288-3635, Pages:203-217

Muggleton SH, Schmid U, Zeller C, et al., 2018, Ultra-strong machine learning: comprehensibility of programs learned with ILP, Machine Learning, Vol:107, ISSN:0885-6125, Pages:1119-1140

Muggleton S, Dai WZ, Sammut C, et al., 2018, Meta-Interpretive Learning from noisy images, Machine Learning, Vol:107, ISSN:0885-6125, Pages:1097-1118

Cropper A, Muggleton SH, 2018, Learning efficient logic programs, Machine Learning, ISSN:0885-6125, Pages:1-21

Conference

Dai WZ, Muggleton S, Wen J, et al., 2018, Logical vision: One-shot meta-interpretive learning from real images, Pages:46-62, ISSN:0302-9743

More Publications