Predictive Modular Neural Networks

Name: Predictive Modular Neural Networks
Brand: Springer
SKU: 9780792382904
Price: 581.45 RON
Availability: InStock

Applications to Time Series

Autor: Vassilios Petridis, Athanasios Kehagias

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Legare: Copertă tare

Editura: Springer

Disponibilitate: În depozitul extern în cantități mici

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581.45 lei

This book presents a unified methodology for designing modular neural networks. A family of online a...

Informații despre carte

Autor

Vassilios Petridis, Athanasios Kehagias

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

1998

Pagini

314

EAN

9780792382904

ISBN

0792382900

Enbook ID

01397534

Editura

Springer

Greutate

1420

Dimensiuni

155 x 235 x 22

Descriere completă

This book presents a unified methodology for designing modular neural networks. A family of online algorithms for time series classification, prediction and identification are developed; and a rigorous mathematical analysis of their properties is provided. Case studies involving a number of real-world problems are also presented. Finally, an overview of the modular neural networks literature, including coverage of theoretical and experimental analysis, is provided. Predictive Modular Neural Networks: Applications to Time Series is an important reference work for engineers, computer scientists, and other researchers working in time series analysis, neural networks, control engineering, data mining and other intelligent and decision support areas. The book will also be of interest to researchers in biological and medical informatics.

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Predictive Modular Neural Networks

Applications to Time Series

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