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Sinopsis
Inductive Logic Programming is a young and rapidly growing field combining machine learning and logic programming. This self-contained tutorial is the first theoretical introduction to ILP; it provides the reader with a rigorous and sufficiently broad basis for future research in the area.
In the first part, a thorough treatment of first-order logic, resolution-based theorem proving, and logic programming is given. The second part introduces the main concepts of ILP and systematically develops the most important results on model inference, inverse resolution, unfolding, refinement operators, least generalizations, and ways to deal with background knowledge. Furthermore, the authors give an overview of PAC learning results in ILP and of some of the most relevant implemented systems.
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Inductive Logic Programming is a young and rapidly growing field combining machine learning and logic programming. This self-contained tutorial is the first theoretical introduction to ILP; it provides the reader with a rigorous and sufficiently broad basis for future research in the area.
In the first part, a thorough treatment of first-order logic, resolution-based theorem proving, and logic programming is given. The second part introduces the main concepts of ILP and systematically develops the most important results on model inference, inverse resolution, unfolding, refinement operators, least generalizations, and ways to deal with background knowledge. Furthermore, the authors give an overview of PAC learning results in ILP and of some of the most relevant implemented systems.
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- EditorialSpringer
- Año de publicación2008
- ISBN 10 3540629270
- ISBN 13 9783540629276
- EncuadernaciónTapa blanda
- IdiomaInglés
- Número de páginas428
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Foundations of inductive logic programming. Lecture notes in computer science ; Vol. 1228 : Lecture notes in artificial intelligence
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Berlin ; Heidelberg ; Singapore ; Tokyo ; New York ; Barcelona ; Budapest ; Hong Kong ; London ; Milan ; Paris ; Santa Clara : Springer, 1997
ISBN 10: 3540629270
ISBN 13: 9783540629276
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Broschiert. Condición: Gut. 404 Seiten; Das hier angebotene Buch stammt aus einer teilaufgelösten wissenschaftlichen Bibliothek und trägt die entsprechenden Kennzeichnungen (Rückenschild, Instituts-Stempel.); leichte altersbedingte Anbräunung des Papiers; der Buchzustand ist ansonsten ordentlich und dem Alter entsprechend gut. Einbandkanten sind leicht bestoßen. In ENGLISCHER Sprache. Sprache: Englisch Gewicht in Gramm: 570. Nº de ref. del artículo: 1797420
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Foundations of Inductive Logic Programming
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Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 1997
ISBN 10: 3540629270
ISBN 13: 9783540629276
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Softcover. Condición: Très bon. Ancien livre de bibliothèque avec équipements. Couverture différente. Edition 1997. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Very good. Former library book. Different cover. Edition 1997. Ammareal gives back up to 15% of this item's net price to charity organizations. Nº de ref. del artículo: G-083-829
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Foundations of Inductive Logic Programming
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Springer Berlin Heidelberg, 1997
ISBN 10: 3540629270
ISBN 13: 9783540629276
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Kartoniert / Broschiert. Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Inductive Logic Programming is a young and rapidly growing field combining machine learning and logic programming. This self-contained tutorial is the first theoretical introduction to ILP it provides the reader with a rigorous and sufficiently broad basis. Nº de ref. del artículo: 4896131
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Foundations of Inductive Logic Programming
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Springer Berlin Heidelberg Apr 1997, 1997
ISBN 10: 3540629270
ISBN 13: 9783540629276
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Taschenbuch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Inductive Logic Programming is a young and rapidly growing field combining machine learning and logic programming. This self-contained tutorial is the first theoretical introduction to ILP; it provides the reader with a rigorous and sufficiently broad basis for future research in the area.In the first part, a thorough treatment of first-order logic, resolution-based theorem proving, and logic programming is given. The second part introduces the main concepts of ILP and systematically develops the most important results on model inference, inverse resolution, unfolding, refinement operators, least generalizations, and ways to deal with background knowledge. Furthermore, the authors give an overview of PAC learning results in ILP and of some of the most relevant implemented systems. 428 pp. Englisch. Nº de ref. del artículo: 9783540629276
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Foundations of Inductive Logic Programming (Lecture Notes in Computer Science, 1228)
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Foundations of Inductive Logic Programming
Publicado por
Springer Berlin Heidelberg, 1997
ISBN 10: 3540629270
ISBN 13: 9783540629276
Nuevo
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Librería: AHA-BUCH GmbH, Einbeck, Alemania
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Taschenbuch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - Inductive Logic Programming is a young and rapidly growing field combining machine learning and logic programming. This self-contained tutorial is the first theoretical introduction to ILP; it provides the reader with a rigorous and sufficiently broad basis for future research in the area.In the first part, a thorough treatment of first-order logic, resolution-based theorem proving, and logic programming is given. The second part introduces the main concepts of ILP and systematically develops the most important results on model inference, inverse resolution, unfolding, refinement operators, least generalizations, and ways to deal with background knowledge. Furthermore, the authors give an overview of PAC learning results in ILP and of some of the most relevant implemented systems. Nº de ref. del artículo: 9783540629276
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Foundations of Inductive Logic Programming
Librería: Chiron Media, Wallingford, Reino Unido
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PF. Condición: New. Nº de ref. del artículo: 6666-IUK-9783540629276
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Foundations of Inductive Logic Programming
Publicado por
Springer Berlin Heidelberg Apr 1997, 1997
ISBN 10: 3540629270
ISBN 13: 9783540629276
Nuevo
Taschenbuch
Librería: buchversandmimpf2000, Emtmannsberg, BAYE, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: Neu. Neuware -Inductive Logic Programming is a young and rapidly growing field combining machine learning and logic programming. This self-contained tutorial is the first theoretical introduction to ILP; it provides the reader with a rigorous and sufficiently broad basis for future research in the area.In the first part, a thorough treatment of first-order logic, resolution-based theorem proving, and logic programming is given. The second part introduces the main concepts of ILP and systematically develops the most important results on model inference, inverse resolution, unfolding, refinement operators, least generalizations, and ways to deal with background knowledge. Furthermore, the authors give an overview of PAC learning results in ILP and of some of the most relevant implemented systems.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 428 pp. Englisch. Nº de ref. del artículo: 9783540629276
Cantidad disponible: 2 disponibles
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Foundations of Inductive Logic Programming (Lecture Notes in Computer Science, 1228)
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paperback. Condición: New. In shrink wrap. Looks like an interesting title! Nº de ref. del artículo: SL-3540629270
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Foundations of Inductive Logic Programming (Lecture Notes in Computer Science, 1228)
Librería: BennettBooksLtd, North Las Vegas, NV, Estados Unidos de America
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paperback. Condición: New. In shrink wrap. Looks like an interesting title! Nº de ref. del artículo: Q-3540629270
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