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

Patsantzis S, Muggleton SH, 2022, Meta-interpretive learning as metarule specialisation (Apr, 10.1007/s10994-022-06156-1, 2022), Machine Learning, ISSN:0885-6125

Patsantzis S, Muggleton SH, 2022, Meta-interpretive learning as metarule specialisation, Machine Learning, ISSN:0885-6125

Conference

Barroso-Bergada D, Tamaddoni-Nezhad A, Muggleton SH, et al., 2022, Machine Learning of Microbial Interactions Using Abductive ILP and Hypothesis Frequency/Compression Estimation, 30th International Conference on Inductive Logic Programming (ILP) held as part of the 1st International Joint Conference on Learning and Reasoning (IJCLR), SPRINGER INTERNATIONAL PUBLISHING AG, Pages:26-40, ISSN:0302-9743

Varghese D, Bauer R, Baxter-Beard D, et al., 2022, Human-Like Rule Learning from Images Using One-Shot Hypothesis Derivation, 30th International Conference on Inductive Logic Programming (ILP) held as part of the 1st International Joint Conference on Learning and Reasoning (IJCLR), SPRINGER INTERNATIONAL PUBLISHING AG, Pages:234-250, ISSN:0302-9743

Cropper A, Dumancic S, Evans R, et al., 2021, Inductive logic programming at 30, SPRINGER, Pages:147-172, ISSN:0885-6125

More Publications