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, Vol:111, ISSN:0885-6125, Pages:3061-3061
Patsantzis S, Muggleton SH, 2022, Meta-interpretive learning as metarule specialisation, Machine Learning, Vol:111, ISSN:0885-6125, Pages:3703-3731
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