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Science/Engineering Duda, Hart, Stork - Pattern Classification

Posted on 2010-03-15




Name:Science/Engineering Duda, Hart, Stork - Pattern Classification
ASIN/ISBN:0471056693
Language:English
File size:12.7 Mb
ISBN: 0471056693
File Type: PDF
Pages: 680 Pages
File Size: 12.7 MB
Other Info: Wiley Interscience; Edition 2nd
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Richard O. Duda, Peter E. Hart, David G. Stork, "Pattern Classification"

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.

Pattern recognition systems play a role in applications as diverse as speech recognition, optical character recognition, image processing, and signal analysis. This reference provides information needed to choose the most appropriate of the many available techniques for a given class of problems. The latest edition includes explanations of classical and new methods, including neural networks, stochastic methods, genetic algorithms, and theory of learning. It provides algorithms to explain specific pattern-recognition and learning techniques as well as appendices covering the necessary mathematical background.

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