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Preference Learning - Johannes Fürnkranz
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Johannes Fürnkranz:
Preference Learning - neues Buch

10, ISBN: 9783642141249

[ED: Buch], [PU: Springer-Verlag GmbH], Neuware - The topic of preferences is a new branch of machine learning and data mining, and it has attracted considerable attention in artificial intelligence research in previous years. It involves learning from observations that reveal information about the preferences of an individual or a class of individuals. Representing and processing knowledge in terms of preferences is appealing as it allows one to specify desires in a declarative way, to combine qualitative and quantitative modes of reasoning, and to deal with inconsistencies and exceptions in a flexible manner. And, generalizing beyond training data, models thus learned may be used for preference prediction. This is the first book dedicated to this topic, and the treatment is comprehensive. The editors first offer a thorough introduction, including a systematic categorization according to learning task and learning technique, along with a unified notation. The first half of the book is organized into parts on label ranking, instance ranking, and object ranking while the second half is organized into parts on applications of preference learning in multiattribute domains, information retrieval, and recommender systems. The book will be of interest to researchers and practitioners in artificial intelligence, in particular machine learning and data mining, and in fields such as multicriteria decision-making and operations research., DE, [SC: 0.00], Neuware, gewerbliches Angebot, FixedPrice, 466, [GW: 915g], offene Rechnung (Vorkasse vorbehalten), PayPal, Banküberweisung

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Preference Learning - Johannes Fürnkranz
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
(*)
Johannes Fürnkranz:
Preference Learning - neues Buch

2010, ISBN: 3642141242

ID: 6709974617

[EAN: 9783642141249], Neubuch, [PU: Springer-Verlag Gmbh Okt 2010], DATA MINING (EDV); INTELLIGENZ / KÜNSTLICHE INTELLIGENZ; KI; - AI; AI ( ), Neuware - The topic of preferences is a new branch of machine learning and data mining, and it has attracted considerable attention in artificial intelligence research in recent years. Representing and processing knowledge in terms of preferences is appealing as it allows one to specify desires in a declarative way, to combine qualitative and quantitative modes of reasoning, and to deal with inconsistencies and exceptions in a flexible manner. Preference learning is concerned with the acquisition of preference models from data it involves learning from observations that reveal information about the preferences of an individual or a class of individuals, and building models that generalize beyond such training data. This is the first book dedicated to this topic, and the treatment is comprehensive. The editors first offer a thorough introduction, including a systematic categorization according to learning task and learning technique, along with a unified notation. The remainder of the book is organized into parts that follow the developed framework, complementing survey articles with in-depth treatises of current research topics in this area. The book will be of interest to researchers and practitioners in artificial intelligence, in particular machine learning and data mining, and in fields such as multicriteria decision-making and operations research. 466 pp. Englisch

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Rhein-Team Lörrach Ivano Narducci e.K., Lörrach, Germany [57451429] [Rating: 5 (von 5)]
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Preference Learning - Michael Moser
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ISBN: 9783642141249

ID: 9783642141249

The first book dedicated to this new branch of machine learning and data mining, this comprehensive treatment, which covers everything from label ranking to preference learning and recommender systems, will be required reading for researchers working in AI.; Hardback \ Michael Moser; Computing > Databases > Data mining, Springer Berlin Heidelberg

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Preference Learning - Hans Berger
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Preference Learning - gebunden oder broschiert

ISBN: 9783642141249

ID: 9783642141249

The first book dedicated to this new branch of machine learning and data mining, this comprehensive treatment, which covers everything from label ranking to preference learning and recommender systems, will be required reading for researchers working in AI.; Hardback \ Hans Berger; Computing > Databases > Data mining, Publicis MCD Verlag,Germany

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Preference Learning
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Preference Learning - gebunden oder broschiert

2017, ISBN: 3642141242

ID: 22193649180

[EAN: 9783642141249], Neubuch, [PU: Springer], This item is printed on demand.

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Murray Media, North Miami Beach, FL, U.S.A. [59705792] [Rating: 5 (von 5)]
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Details zum Buch
Preference Learning

The topic of preferences is a new branch of machine learning and data mining, and it has attracted considerable attention in artificial intelligence research in previous years. It involves learning from observations that reveal information about the preferences of an individual or a class of individuals. Representing and processing knowledge in terms of preferences is appealing as it allows one to specify desires in a declarative way, to combine qualitative and quantitative modes of reasoning, and to deal with inconsistencies and exceptions in a flexible manner. And, generalizing beyond training data, models thus learned may be used for preference prediction. This is the first book dedicated to this topic, and the treatment is comprehensive. The editors first offer a thorough introduction, including a systematic categorization according to learning task and learning technique, along with a unified notation. The first half of the book is organized into parts on label ranking, instance ranking, and object ranking; while the second half is organized into parts on applications of preference learning in multiattribute domains, information retrieval, and recommender systems. The book will be of interest to researchers and practitioners in artificial intelligence, in particular machine learning and data mining, and in fields such as multicriteria decision-making and operations research.

Detailangaben zum Buch - Preference Learning


EAN (ISBN-13): 9783642141249
ISBN (ISBN-10): 3642141242
Gebundene Ausgabe
Erscheinungsjahr: 2010
Herausgeber: Springer-Verlag GmbH
466 Seiten
Gewicht: 0,915 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 13.04.2009 04:35:17
Buch zuletzt gefunden am 04.10.2017 15:47:10
ISBN/EAN: 3642141242

ISBN - alternative Schreibweisen:
3-642-14124-2, 978-3-642-14124-9


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