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

Ai L, Muggleton SH, Hocquette C, et al., 2021, Beneficial and harmful explanatory machine learning, Machine Learning, ISSN:0885-6125

Patsantzis S, Muggleton SH, 2021, Top program construction and reduction for polynomial time Meta-Interpretive learning, Machine Learning, ISSN:0885-6125

Cropper A, Morel R, Muggleton S, 2020, Learning higher-order logic programs, Machine Learning, Vol:109, ISSN:0885-6125, Pages:1289-1322

Cropper A, Dumancic S, Muggleton SH, 2020, Turning 30: New ideas in inductive logic programming, Ijcai International Joint Conference on Artificial Intelligence, Vol:2021-January, ISSN:1045-0823, Pages:4833-4839

Conference

Hocquette C, Muggleton SH, 2020, Complete bottom-up predicate invention in meta-interpretive learning, Pages:2312-2318, ISSN:1045-0823

More Publications