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Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction

Hoofdkenmerken

Auteur:	Soto, Jesus; Melin, Patricia
Titel:	Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction
Uitgever:	Springer International
ISBN:	9783319712635
ISBN boekversie:	9783319712642
Serie:	SpringerBriefs in Applied Sciences and Technology
Editie:	1st ed. 2018
Land van oorsprong:	Switzerland
Prijs:	€ 67.04
Verschijningsdatum:	28-11-2017
Bericht:	Langere levertijd (2-3 weken)

Inhoudelijke kenmerken

Categorie:	Artificial intelligence
Geillustreerd:	73 Illustrations, color; 28 Illustrations, black and white

Technische kenmerken

Verschijningsvorm:	Paperback / softback
Paginas:	97
Hoogte mm.:	235
Breedte mm.:	155

Inhoud:

This book focuses on the fields of hybrid intelligent systems based on fuzzy systems, neural networks, bio-inspired algorithms and time series. Prediction errors are evaluated by the following metrics: Mean Absolute Error, Mean Square Error, Root Mean Square Error, Mean Percentage Error and Mean Absolute Percentage Error.