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

Dai W-Z, Muggleton S, 2021, Abductive Knowledge Induction from Raw Data, Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence

Ai L, Muggleton SH, Hocquette C, et al., 2021, Beneficial and harmful explanatory machine learning, Machine Learning, Vol:110, ISSN:0885-6125, Pages:695-721

Patsantzis S, Muggleton SH, 2021, Top program construction and reduction for polynomial time Meta-Interpretive learning, Machine Learning, Vol:110, ISSN:0885-6125, Pages:755-778

Dai W-Z, Hallett L, Muggleton SH, et al., 2021, Automated Biodesign Engineering by Abductive Meta-Interpretive Learning

Conference

Cropper A, Dumančić S, Evans R, et al., 2021, Inductive logic programming at 30, ISSN:0885-6125

More Publications