Supervised and Unsupervised Pattern Recognition.pdf

Supervised

unsupervised

Pattern

Recognition

Feature Extraction and

Computational

and

Industrial Electronics Series

Series Editor

J. David Irwin, Auburn University

Titles Included in the Series

Supervised and Unsupervised Pattern Recognition:

Feature Extraction and Computational Intelligence

Evangelia Micheli-Tzanakou, Rutgers University

Handbook of Applied Computational Intelligence

Mary Lou Padgett, Auburn University

Nicholas Karayiannis, University of Houston

Lofti A. Zaden, University of California Berkeley

Handbook of Applied Neurocontrols

Mary Lou Padgett, Auburn University

Charles C. Jorgensen, NASA Ames Research Center

Paul Werbos, National Science Foundation

Handbook of Power Electronics

Tim L. Skvarenina, Purdue University

Supervised

and

unsupervised

Pattern

Recognition

Feature Extraction and

Computational

Evangelia Micheli-Tzanakou

Rutgers University

Piscataway, New Jersey

CRC Press

Boca Raton London New York Washington, D.C.

Industrial Electronics Series

Library of Congress Cataloging-in-Publication Data

Micheli-Tzanakou, Evangelia, 1942-

Supervised and unsupervised pattern recognition: feature extraction and computational

intelligence /Evangelia Micheli-Tzanakou, editor/author

p. cm.-- (Industrial electronics series)

Includes bibliographical references and index.

ISBN 0-8493-2278-2

1. Pattern recognition systems. 2. Neural networks (Computer science) I. Title. II.

Series.

TK7882.P3 M53 1999

006.4--dc21

99-043495

CIP

This book contains information obtained from authentic and highly regarded sources. Reprinted

material is quoted with permission, and sources are indicated. A wide variety of references are listed.

Reasonable efforts have been made to publish reliable data and information, but the author and the

publisher cannot assume responsibility for the validity of all materials or for the consequences of their use.

Neither this book nor any part may be reproduced or transmitted in any form or by any means,

electronic or mechanical, including photocopying, microﬁlming, and recording, or by any information

storage or retrieval system, without prior permission in writing from the publisher.

The consent of CRC Press does not extend to copying for general distribution, for promotion, for

creating new works, or for resale. Speciﬁc permission must be obtained in writing from CRC Press for

such copying.

Direct all inquiries to CRC Press LLC., 2000 Corporate Blvd., N.W., Boca Raton, Florida 33431.

No claim to original U.S. Government works

International Standard Book Number 0-8493-2278-2

Library of Congress Card Number 99-043495

Printed in the United States of America 1 2 3 4 5 6 7 8 9 0

Printed on acid-free paper

Dedication

To my late mother for never being satisﬁed with my progress

and for always pushing me to better things in life.

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