Modeling Decisions Information Fusion and Aggregation Operators /

• Main Authors: Torra, Vicenç (Author), Narukawa, Yasuo (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2007.
• Series: Cognitive Technologies,
• Subjects: Computer science.; Computers.; Data mining.; Information storage and retrieval.; Artificial intelligence.; Computer simulation.; Computer Science.; Artificial Intelligence (incl. Robotics).; Data Mining and Knowledge Discovery.; Computation by Abstract Devices.; Information Storage and Retrieval.; Simulation and Modeling.

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...

Table of Contents:

• Basic Notions
• to Functional Equations
• Synthesis of Judgements
• Fuzzy Measures
• From the Weighted Mean to Fuzzy Integrals
• Indices and Evaluation Methods
• Selection of the Model.