عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9781461375401
(Number (ISBN
9781461555551
NATIONAL BIBLIOGRAPHY NUMBER
Number
b403382
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Predictive Modular Neural Networks
General Material Designation
[Book]
Other Title Information
Applications to Time Series /
First Statement of Responsibility
by Vassilios Petridis, Athanasios Kehagias.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Boston, MA :
Name of Publisher, Distributor, etc.
Imprint: Springer,
Date of Publication, Distribution, etc.
1998.
SERIES
Series Title
Springer International Series in Engineering and Computer Science,
Volume Designation
466
ISSN of Series
0893-3405 ;
SUMMARY OR ABSTRACT
Text of Note
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.
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9781461375401
PIECE
Title
Springer eBooks
TOPICAL NAME USED AS SUBJECT
Computer engineering.
Data structures (Computer science).
Mechanical engineering.
Physics.
PERSONAL NAME - PRIMARY RESPONSIBILITY
Petridis, Vassilios.
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Kehagias, Athanasios.
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
SpringerLink (Online service)
ORIGINATING SOURCE
Date of Transaction
20190307161100.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
