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

Conference

Muggleton SH, 2017, Meta-interpretive learning: Achievements and challenges (invited paper), Pages:1-6, ISSN:0302-9743

Schmid U, Zeller C, Besold T, et al., 2017, How does predicate invention affect human comprehensibility?, Pages:52-67, ISSN:0302-9743

Cropper A, Muggleton SH, 2016, Learning higher-order logic programs through abstraction and invention, Pages:1418-1424, ISSN:1045-0823

Cropper A, Tamaddoni-Nezhad A, Muggleton SH, 2016, Meta-Interpretive Learning of Data Transformation Programs, 25th International Conference on Inductive Logic Programming (ILP), SPRINGER-VERLAG BERLIN, Pages:46-59, ISSN:0302-9743

More Publications