CEB - Computer-En-Books.ir - Statistical Pattern Recognition- Andrew R. Webb-Second Edition-2002

سایت CEB:ترجمه تخصصی رشته کامپیوتر - معرفی و دانلود کتب انگلیسی رشته کامپیوتر

امتیاز کاربران

ستاره غیر فعالستاره غیر فعالستاره غیر فعالستاره غیر فعالستاره غیر فعال
 

انتشارات: John Wiley & Sons Ltd

اثر: Andrew R. Webb

تعداد صفحه: 504

حجم: 2.32MB

جلد کتاب

توضیحات کتاب (خلاصه پیشگفتار):

This book provides an introduction to statistical pattern recognition theory and techniques. Most of the material presented is concerned with discrimination and classification and has been drawn from a wide range of literature including that of engineering, statistics, computer science and the social sciences. The book is an attempt to provide a concise volume containing descriptions of many of the most useful of today’s pattern processing techniques, including many of the recent advances in nonparametric approaches to discrimination developed in the statistics literature and elsewhere. The techniques are illustrated with examples of real-world applications studies.

The book is aimed at practitioners in the ‘field’ of pattern recognition (if such a multidisciplinary collection of techniques can be termed a field) as well as researchers in the area. Also, some of this material has been presented as part of a graduate course on information technology. A prerequisite is a knowledge of basic probability theory and linear algebra, together with basic knowledge of mathematical methods (the use of Lagrange multipliers to solve problems with equality and inequality constraints, for example). Some basic material is presented as appendices.

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