Interpretability Issues in Fuzzy Modeling: 128 (Studies in Fuzziness and Soft Computing) - Tapa blanda

 
9783642057021: Interpretability Issues in Fuzzy Modeling: 128 (Studies in Fuzziness and Soft Computing)
Tapa blanda
ISBN 10: 3642057020 ISBN 13: 9783642057021
Editorial: Springer, 2010

Sinopsis

Fuzzy modeling has become one of the most productive and successful results of fuzzy logic. Among others, it has been applied to knowledge discovery, automatic classification, long-term prediction, or medical and engineering analysis. The research developed in the topic during the last two decades has been mainly focused on exploiting the fuzzy model flexibility to obtain the highest accuracy. This approach usually sets aside the interpretability of the obtained models. However, we should remember the initial philosophy of fuzzy sets theory directed to serve the bridge between the human understanding and the machine processing. In this challenge, the ability of fuzzy models to express the behavior of the real system in a comprehensible manner acquires a great importance. This book collects the works of a group of experts in the field that advocate the interpretability improvements as a mechanism to obtain well balanced fuzzy models.

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De la contraportada

Fuzzy modeling has become one of the most productive and successful results of fuzzy logic. Among others, it has been applied to knowledge discovery, automatic classification, long-term prediction, or medical and engineering analysis. The research developed in the topic during the last two decades has been mainly focused on exploiting the fuzzy model flexibility to obtain the highest accuracy. This approach usually sets aside the interpretability of the obtained models. However, we should remember the initial philosophy of fuzzy sets theory directed to serve the bridge between the human understanding and the machine processing. In this challenge, the ability of fuzzy models to express the behavior of the real system in a comprehensible manner acquires a great importance. This book collects the works of a group of experts in the field that advocate the interpretability improvements as a mechanism to obtain well balanced fuzzy models.

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Editorial
Springer
Año de publicación
2010
Idioma
Inglés
ISBN 10 
3642057020
ISBN 13 
9783642057021
Encuadernación
Tapa blanda
Número de páginas
660
Editor
Casillas Jorge, Cordón O., Herrera Triguero Francisco, Magdalena Luis
Contacto del fabricante
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Alemania

Otras ediciones populares con el mismo título

9783540029328: Interpretability Issues in Fuzzy Modeling: 128 (Studies in Fuzziness and Soft Computing, 128)

Edición Destacada

ISBN 10:  354002932X ISBN 13:  9783540029328
Editorial: Springer, 2003
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