Inductive Logic Programming
Produktnummer:
18ab4fea29d72949fd9f4978e7d05668df
| Themengebiete: | artificial intelligence computer programming domain knowledge evolutionary algorithms inductive logic programming learning algorithms logic programming logic programs ontologies probabilistic graphical models |
|---|---|
| Veröffentlichungsdatum: | 24.08.2018 |
| EAN: | 9783319999593 |
| Sprache: | Englisch |
| Seitenzahl: | 173 |
| Produktart: | Kartoniert / Broschiert |
| Herausgeber: | Bellodi, Elena Riguzzi, Fabrizio Zese, Riccardo |
| Verlag: | Springer International Publishing |
| Untertitel: | 28th International Conference, ILP 2018, Ferrara, Italy, September 2–4, 2018, Proceedings |
Produktinformationen "Inductive Logic Programming"
This book constitutes the refereed conference proceedings of the 28th International Conference on Inductive Logic Programming, ILP 2018, held in Ferrara, Italy, in September 2018.The 10 full papers presented were carefully reviewed and selected from numerous 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.
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