Predictive Modular Neural Networks: Applications to Time Series
List Price: $149.00
Publisher: Springer-Verlag New York Inc.
Binding: Trade Paper
Size: 6.69" wide x 61.42" long x 92.13" tall
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 More...
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