Imperial College London

ProfessorStephenMuggleton

Faculty of EngineeringDepartment of Computing

Royal Academy Chair in Machine Learning
 
 
 
//

Contact

 

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

 
 
//

Assistant

 

Mrs Bridget Gundry +44 (0)20 7594 1245

 
//

Location

 

407Huxley BuildingSouth Kensington Campus

//

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, 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

Ai L, Muggleton SH, Hocquette C, et al., 2021, Beneficial and harmful explanatory machine learning., Mach. Learn., Vol:110, Pages:695-721

Patsantzis S, Muggleton SH, 2021, Top program construction and reduction for polynomial time Meta-Interpretive learning., Mach. Learn., Vol:110, Pages:755-778

More Publications