Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction
(Bog, Paperback / softback, Engelsk)
Beskrivelse
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.
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Alle detaljer
| Forlag | Springer International Publishing AG |
| Forfattere | Jesus Soto, Patricia Melin, Oscar Castillo |
| Type | Bog |
| Format | Paperback / softback |
| Sprog | Engelsk |
| Udgave | 1st ed. 2018 |
| Udgivelsesdato | 28-11-2017 |
| Første udgivelsesår | 2017 |
| Serie | SpringerBriefs in Applied Sciences and Technology |
| Illustrationer | 73 Illustrations, color; 28 Illustrations, black and white |
| Originalsprog | Switzerland |
| Sideantal | 97 |
| Indbinding | Paperback / softback |
| Forlag | Springer International Publishing AG |
| Sideoplysninger | 97 pages, 73 Illustrations, color; 28 Illustrations, black and white |
| Mål | 235 x 155 |
| ISBN-13 / EAN-13 | 9783319712635 |