Kniha Predictive Modular Neural Networks Vassilios Petridis

Predictive Modular Neural Networks

Applications to Time Series

Jazyk: Angličtina
Vazba: Pevná
Vydavatel: Springer
Dostupnost: Skladem u dodavatele v malém množství
Odesíláme za 13-18 dnů
2 567
This book presents a unified methodology for designing modular neural networks. A family of online a...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
1998
Stránek
314
EAN
9780792382904
ISBN
0792382900
Enbook ID
01397534
Vydavatel
Hmotnost
1420
Rozměry
155 x 235 x 22

Kompletní popis

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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