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Modeling Decisions
Vicenç Torra, Yasuo Narukawa (Broschiert, Englisch)
★★★★★
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Beschreibung
Information fusion techniques and aggregation operators produce the most comprehensive, specific datum about an entity using data supplied from different sources, thus enabling us to reduce noise, increase accuracy, summarize and extract information, and make decisions. These techniques are applied in fields such as economics, biology and education, while in computer science they are particularly… used in fields such as knowledge-based systems, robotics, and data mining. This book covers the underlying science and application issues related to aggregation operators, focusing on tools used in practical applications that involve numerical information. Starting with detailed introductions to information fusion and integration, measurement and probability theory, fuzzy sets, and functional equations, the authors then cover the following topics in detail: synthesis of judgements, fuzzy measures, weighted means and fuzzy integrals, indices and evaluation methods, model selection, and parameter extraction. The methods are illustrated with representative examples throughout, and there are extensive bibliographies and reading suggestions. The book is intended for graduate students, researchers, and practitioners such as engineers, computer scientists, statisticians and economists who use decision models and aggregation operators. The reader is assumed to have a nonspecialized background in mathematics. Dieses Produkt haben wir gerade leider nicht auf Lager.
Handgeprüfte Gebrauchtware
Bis zu 50 % günstiger als neu
Der Umwelt zuliebe
Technische Daten
Erscheinungsdatum
22.11.2010
Sprache
Englisch
EAN
9783642088339
Herausgeber
Springer Berlin
Serien- oder Bandtitel
Cognitive Technologies
Sonderedition
Nein
Autor
Vicenç Torra, Yasuo Narukawa
Seitenanzahl
284
Einbandart
Broschiert
Buch Untertitel
Information Fusion and Aggregation Operators
Schlagwörter
Aggregation operators, Decision modeling, Fuzzy, Fuzzy integrals, Fuzzy measures, data mining, decision model, fuzzy sets, knowledge, knowledge-based system, knowledge-based systems, modeling, robot, robotics
Thema-Inhalt
UYQ - Künstliche Intelligenz
UNF - Data Mining
UYQE - Wissensbasierte Systeme, Expertensysteme
UYA - Theoretische Informatik
UNH - Informationsrückgewinnung, Information Retrieval
UND - Data Warehousing
UYM - Computermodellierung und -simulation
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Spektrum, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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