没有合适的资源?快使用搜索试试~ 我知道了~
资源推荐
资源详情
资源评论
Artificial Neural
Networks in
Real-Life
Applications
Juan R. Rabuñal
University of A Coruña, Spain
Julián Dorado
University of A Coruña, Spain
Hershey • London • Melbourne • Singapore
IDEA GROUP PUBLISHING
TEAM LinG
Acquisitions Editor: Michelle Potter
Development Editor: Kristin Roth
Senior Managing Editor: Amanda Appicello
Managing Editor: Jennifer Neidig
Copy Editor: Amanda O’Brien
Typesetter: Jennifer Neidig
Cover Design: Lisa Tosheff
Printed at: Yurchak Printing Inc.
Published in the United States of America by
Idea Group Publishing (an imprint of Idea Group Inc.)
701 E. Chocolate Avenue
Hershey PA 17033
Tel: 717-533-8845
Fax: 717-533-8661
E-mail: cust@idea-group.com
Web site: http://www.idea-group.com
and in the United Kingdom by
Idea Group Publishing (an imprint of Idea Group Inc.)
3 Henrietta Street
Covent Garden
London WC2E 8LU
Tel: 44 20 7240 0856
Fax: 44 20 7379 0609
Web site: http://www.eurospanonline.com
Copyright © 2006 by Idea Group Inc. All rights reserved. No part of this book may be reproduced,
stored or distributed in any form or by any means, electronic or mechanical, including photocopying,
without written permission from the publisher.
Product or company names used in this book are for identification purposes only. Inclusion of the
names of the products or companies does not indicate a claim of ownership by IGI of the trademark
or registered trademark.
Library of Congress Cataloging-in-Publication Data
Artificial neural networks in real-life applications / Juan Ramon Rabunal
and Julian Dorrado, editors.
p. cm.
Summary: "This book offers an outlook of the most recent works at the
field of the Artificial Neural Networks (ANN), including theoretical
developments and applications of systems using intelligent characteristics
for adaptability"--Provided by publisher.
Includes bibliographical references and index.
ISBN 1-59140-902-0 (hardcover) -- ISBN 1-59140-903-9 (softcover)
-- ISBN 1-59140-904-7 (ebook)
1. Neural networks (Computer science) I. Rabunal, Juan Ramon,
1973- . II. Dorrado, Julian, 1970- .
QA76.87.A78 2006
006.3'2--dc22
2005020637
British Cataloguing in Publication Data
A Cataloguing in Publication record for this book is available from the British Library.
All work contributed to this book is new, previously-unpublished material. The views expressed in this
book are those of the authors, but not necessarily of the publisher.
Artificial Neural Networks
in Real-Life Applications
Table of Contents
Preface ..........................................................................................................................vi
Section I: Biological Modelization
Chapter I. Neuroglial Behaviour in Computer Science........................................... 1
Ana B. Porto, University of A Coruña, Spain
Alejandro Pazos, University of A Coruña, Spain
Chapter II. Astrocytes and the Biological Neural Networks................................. 22
Eduardo D. Martín, University of Castilla - La Mancha, Spain
Alfonso Araque, Instituto Cajal, CSIC, Spain
Section II: Time Series Forecasting
Chapter III. Time Series Forecasting by Evolutionary Neural Networks............ 47
Paulo Cortez, University of Minho, Portugal
Miguel Rocha, University of Minho, Portugal
José Neves, University of Minho, Portugal
Chapter IV. Development of ANN with Adaptive Connections by CE ..................... 71
Julián Dorado, University of A Coruña, Spain
Nieves Pedreira, University of A Coruña, Spain
Mónica Miguélez, University of A Coruña, Spain
Section III: Data Mining
Chapter V. Self-Adapting Intelligent Neural Systems Using Evolutionary
Techniques.................................................................................................................. 94
Daniel Manrique, Universidad Politécnica de Madrid, Spain
Juan Ríos, Universidad Politécnica de Madrid, Spain
Alfonso Rodríguez-Patón, Universidad Politécnica de Madrid, Spain
Chapter VI. Using Genetic Programming to Extract Knowledge from
Artificial Neural Networks .................................................................................... 116
Daniel Rivero, University of A Coruña, Spain
Miguel Varela, University of A Coruña, Spain
Javier Pereira, University of A Coruña, Spain
Chapter VII. Several Approaches to Variable Selection by Means of
Genetic Algorithms ................................................................................................. 141
Marcos Gestal Pose, University of A Coruña, Spain
Alberto Cancela Carollo, University of A Coruña, Spain
José Manuel Andrade Garda, University of A Coruña, Spain
Mari Paz Gómez-Carracedo, University of A Coruña, Spain
Section IV: Civil Engineering
Chapter VIII. Hybrid System with Artificial Neural Networks and
Evolutionary Computation in Civil Engineering...................................................166
Juan R. Rabuñal, University of A Coruña, Spain
Jerónimo Puertas, University of A Coruña, Spain
Chapter IX. Prediction of the Consistency of Concrete by Means of the Use of
Artificial Neural Networks ....................................................................................188
Belén González, University of A Coruña, Spain
M
a
Isabel Martínez, University of A Coruña, Spain
Diego Carro, University of A Coruña, Spain
Section V: Financial Analysis
Chapter X. Soft Computing Approach for Bond Rating Prediction ....................202
J. Sethuraman, Indian Institute of Management, Calcutta, India
Chapter XI. Predicting Credit Ratings with a GA-MLP Hybrid ......................... 220
Robert Perkins, University College Dublin, Ireland
Anthony Brabazon, University College Dublin, Ireland
剩余394页未读,继续阅读
资源评论
- Savory-U2016-10-22还行吧,内容 挺全的
石头头Maxime
- 粉丝: 0
- 资源: 1
上传资源 快速赚钱
- 我的内容管理 展开
- 我的资源 快来上传第一个资源
- 我的收益 登录查看自己的收益
- 我的积分 登录查看自己的积分
- 我的C币 登录后查看C币余额
- 我的收藏
- 我的下载
- 下载帮助
安全验证
文档复制为VIP权益,开通VIP直接复制
信息提交成功