Interpretability Issues in Fuzzy Modeling
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- Hardcover
- Taschenbuch ausgewählt
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Sprache:Englisch
Fr. 241.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
16.12.2010
Abbildungen
XIV, 643 p.
Herausgeber
Jorge Casillas + weitereVerlag
Springer BerlinSeitenzahl
643
Maße (L/B/H)
23.5/15.5/3.6 cm
Gewicht
984 g
Auflage
Softcover reprint of hardcover 1st edition 2003
Sprache
Englisch
ISBN
978-3-642-05702-1
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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