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

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

af Oscar Castillo, Patricia Melin, Jesus Soto

indgår i SpringerBriefs in Computational Intelligence serien

indgår i SpringerBriefs in Applied Sciences and Technology serien

Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction af Oscar Castillo
Bag om Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction

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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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783319712635
  • Indbinding:
  • Paperback
  • Sideantal:
  • 97
  • Udgivet:
  • 28. november 2017
  • Udgave:
  • 12018
  • Størrelse:
  • 155x235x0 mm.
  • Vægt:
  • 1766 g.
  • 8-11 hverdage.
  • 6. december 2024
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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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