Artificial Neural Networks in Real Life Applications

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Artificial Neural Networks in Real-Life Applications
Juan R. Rabuñal University of A Coruña, Spain Julián Dorado University of A Coruña, Spain

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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 All work contributed to this book is new, previously-unpublished material.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...
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