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Preference Learning, Hardcover by Furnkranz, Johannes (EDT); Hullermeier, Eyk...
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Item specifics
- Condition
- Book Title
- Preference Learning
- ISBN
- 9783642141249
- Publication Year
- 2010
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publication Name
- Preference Learning
- Item Height
- 235mm
- Publisher
- Springer-Verlag Berlin AND Heidelberg Gmbh & Co. KG
- Item Width
- 155mm
- Subject
- Computer Science
- Item Weight
- 962g
- Number of Pages
- 466 Pages
About this product
Product Information
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.
Product Identifiers
Publisher
Springer-Verlag Berlin AND Heidelberg Gmbh & Co. KG
ISBN-13
9783642141249
eBay Product ID (ePID)
97567322
Product Key Features
Publication Name
Preference Learning
Format
Hardcover
Language
English
Subject
Computer Science
Publication Year
2010
Type
Textbook
Number of Pages
466 Pages
Dimensions
Item Height
235mm
Item Width
155mm
Item Weight
962g
Additional Product Features
Editor
Johannes Furnkranz, Eyke Hullermeier
Country/Region of Manufacture
Germany
Item description from the seller
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Far Corner Europe Limited
Barbara Blake
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eBay item number:386887993703
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