Pattern Classification - Hardcover

Duda, Richard O.; Hart, Peter E.; Stork, David G.

Hardcover

ISBN 10: 0471056693 ISBN 13: 9780471056690

Verlag: Wiley-Interscience, 2000

Inhaltsangabe

THE FIRST EDITION, PUBLISHED IN 1973, HAS BECOME A CLASSIC REFERENCE IN THE FIELD. NOW WITH THE SECOND EDITION, READERS WILL FIND INFORMATION ON KEY NEW TOPICS SUCH AS NEURAL NETWORKS AND STATISTICAL PATTERN RECOGNITION, THE THEORY OF MACHINE LEARNING, AND THE THEORY OF INVARIANCES. ALSO INCLUDED ARE WORKED EXAMPLES, COMPARISONS BETWEEN DIFFERENT METHODS, EXTENSIVE GRAPHICS, EXPANDED EXERCISES AND COMPUTER PROJECT TOPICS. AN INSTRUCTORŽS MANUAL PRESENTING DETAILED SOLUTIONS TO ALL THE PROBLEMS IN THE BOOK IS AVAILABLE FROM THE WILEY EDITORIAL DEPARTMENT.

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Críticas

"...a fantastic book! The presentation...could not be better, and I recommend that future authors consider...this book as a role model." (Journal of Statistical Computation and Simulation, March 2006) "...strongly recommended both as a professional reference and as a text for students..." (Technometrics, February 2002) "...provides information needed to choose the most appropriate of the many available technique for a given class of problems." (SciTech Book News, Vol. 25, No. 2, June 2001) "This book is the unique text/professional reference for any serious student or worker in the field of pattern recognition." (Mathematical Reviews, Issue 2001k) "...gives a systematic overview about the major topics in pattern recognition, based whenever possible on fundamental principles." (Zentralblatt MATH, Vol. 968, 2001/18) "attractively presented and readable" (Journal of Classification, Vol.18, No.2 2001)

Reseña del editor

The first edition, published in 1973, has become a classic reference in the field. Now with the second edition, readers will find information on key new topics such as neural networks and statistical pattern recognition, the theory of machine learning, and the theory of invariances. Also included are worked examples, comparisons between different methods, extensive graphics, expanded exercises and computer project topics. An Instructor's Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department.

Details zur Ausgabe

• Verlag: Wiley-Interscience
• Erscheinungsdatum: 2000
• ISBN 10: 0471056693
• ISBN 13: 9780471056690
• Einband: Tapa dura
• Sprache: Englisch
• Anzahl der Seiten: 688