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Statistical Pattern Recognition, 2nd Edition by Andrew R. Webb is a nonfiction available to read on EtoBox.

What is Statistical Pattern Recognition, 2nd Edition about?

Statistical pattern recognition is a very active area of study and research, which has seen many advances in recent years. New and emerging applications - such as data mining, web searching, multimedia data retrieval, face recognition, and cursive handwriting recognition - require robust and efficient pattern recognition techniques. Statistical decision making and estimation are regarded as fundamental to the study of pattern recognition. Statistical Pattern Recognition, Second Edition has been fully updated with new methods, applications and references. It provides a comprehensive introduction to this vibrant area - with material drawn from engineering, statistics, computer science and the social sciences - and covers many application areas, such as database design, artificial neural networks, and decision support systems. * Provides a self-contained introduction to statistical pattern recognition. * Each technique described is illustrated by real examples. * Covers Bayesian methods, neural networks, support vector machines, and unsupervised classification. * Each section concludes with a description of the applications that have been addressed and with further developments of the

Who reads Statistical Pattern Recognition, 2nd Edition?

Author

Andrew R. Webb

Publisher

John Wiley & Sons, Incorporated

Published

2002

Language

EN

ISBN

9780470845134

Category

nonfiction

Subjects

Mathematics, Computer Science, Science