TY  - GEN
AB  - This book constitutes the refereed conference proceedings of the 30th International Conference on Inductive Logic Programming, ILP 2032, held in October 2021. Due to COVID-19 pandemic the conference was held virtually. The 16 papers and 3 short papers presented were carefully reviewed and selected from 19 submissions. Inductive Logic Programming (ILP) is a subfield of machine learning, which originally relied on logic programming as a uniform representation language for expressing examples, background knowledge and hypotheses. Due to its strong representation formalism, based on first-order logic, ILP provides an excellent means for multi-relational learning and data mining, and more generally for learning from structured data.
AU  - Katzouris, Nikos,
AU  - Artikis, Alexander,
CN  - QA76.63
DO  - 10.1007/978-3-030-97454-1
DO  - doi
ID  - 1444702
KW  - Logic programming
KW  - Induction (Logic)
KW  - Machine learning
KW  - Programmation logique
KW  - Induction (Logique)
KW  - Apprentissage automatique
LK  - https://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-97454-1
N1  - Includes author index.
N2  - This book constitutes the refereed conference proceedings of the 30th International Conference on Inductive Logic Programming, ILP 2032, held in October 2021. Due to COVID-19 pandemic the conference was held virtually. The 16 papers and 3 short papers presented were carefully reviewed and selected from 19 submissions. Inductive Logic Programming (ILP) is a subfield of machine learning, which originally relied on logic programming as a uniform representation language for expressing examples, background knowledge and hypotheses. Due to its strong representation formalism, based on first-order logic, ILP provides an excellent means for multi-relational learning and data mining, and more generally for learning from structured data.
SN  - 9783030974541
SN  - 3030974545
T1  - Inductive logic programming :30th International Conference, ILP 2021, Virtual event, October 25-27, 2021, Proceedings /
TI  - Inductive logic programming :30th International Conference, ILP 2021, Virtual event, October 25-27, 2021, Proceedings /
UR  - https://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-97454-1
VL  - 13191
ER  -