Inductive Logic Programming 27th International Conference, ILP 2017, Orléans, France, September 4-6, 2017, Revised Selected Papers

This book constitutes the thoroughly refereed post-conference proceedings of the 27th International Conference on Inductive Logic Programming, ILP 2017, held in Orléans, France, in September 2017.
The 12 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.

Riassunto

This book constitutes the thoroughly refereed post-conference proceedings of the 27th International Conference on Inductive Logic Programming, ILP 2017, held in Orléans, France, in September 2017.
The 12 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.

Dettagli sul prodotto

• Con la collaborazione di: Christel Vrain (Editore), Nicolas Lachiche (Editore)
• Editore: Springer, Berlin
• Contenuto: Libro
• Forma del prodotto: Tascabile
• Data pubblicazione: 15.03.2018
• Categoria: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica
• EAN: 9783319780894
• ISBN: 978-3-31-978089-4
• Numero di pagine: 185
• Illustrazioni: X, 185 p. 101 illus., 7 illus. in color.
• Dimensioni (della confezione): 15.7 x 23.5 x 23.4 cm
• Peso (della confezione): 307 g
• Serie: Lecture Notes in Computer Science > 10759; Lecture Notes in Artificial Intelligence > 10759
• Categorie: C, Künstliche Intelligenz, Artificial Intelligence, Computerprogrammierung und Softwareentwicklung, datamining, Theoretische Informatik, Compiler und Übersetzer, computer science, Logics and Meanings of Programs, Künstliche Intelligenz (KI), Programming Techniques, Programming Languages, Compilers, Interpreters, Computer programming, Computer programming / software engineering, Mathematical logic, Mathematical Logic and Formal Languages, Computer architecture & logic design, Programming & scripting languages: general, Compilers & interpreters, Programming languages (Electronic computers), Semantics, Computer logic, Computer Science Logic and Foundations of Programming, Formal Languages and Automata Theory, Compilers and Interpreters, ArtificialIntelligence, imageprocessing, machinelearning, ProgrammingLanguages, computerprogramming, learningalgorithms, RuleLearning, Relationaldatamining, ProbabilisticGraphicalModels, Statisticalrelationallearning, inductivelogicprogramming, relaltionallearning