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Modeling Decisions: Information Fusion and Aggregation Operators (Cognitive Technologies) [Hardcover]

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Item description for Modeling Decisions: Information Fusion and Aggregation Operators (Cognitive Technologies) by Vicenç Torra...

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.





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Item Specifications...


Pages   284
Est. Packaging Dimensions:   Length: 9.45" Width: 6.14" Height: 0.87"
Weight:   1.1 lbs.
Binding  Hardcover
Release Date   Jun 11, 2007
Publisher   Springer
ISBN  3540687890  
ISBN13  9783540687894  


Availability  133 units.
Availability accurate as of May 24, 2017 07:43.
Usually ships within one to two business days from La Vergne, TN.
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Product Categories

1Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Cognitive Simulation
2Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Computer Mathematics
3Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > General
4Books > Subjects > Computers & Internet > Databases > Data Storage & Management > Data Mining
5Books > Subjects > Computers & Internet > General
6Books > Subjects > Computers & Internet > Programming > Algorithms > Fuzzy Logic
7Books > Subjects > Computers & Internet > Programming > Algorithms > General



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