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

Ichise R, Muggleton S, Kozaki K, et al., 2019, Special Issue on Semantic Technology, New Generation Computing, Vol:37, ISSN:0288-3635, Pages:359-360

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

Cropper A, Morel R, Muggleton S, 2019, Learning higher-order logic programs, Machine Learning, ISSN:0885-6125

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

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

More Publications