عنوان

Statistical pattern recognition /

شابک

0470682272

شابک

0470682280

شابک

9780470682272

شابک

9780470682289

شماره

dltt

عنوان اصلي

Statistical pattern recognition /

نام عام مواد

[Book]

نام نخستين پديدآور

Andrew R. Webb, Keith D. Copsey

وضعيت ويراست

3rd ed

نام خاص و کميت اثر

xxiv, 642 pages :

ساير جزييات

illustrations,

ابعاد

25 cm

متن يادداشت

Previous edition: New York: Wiley, 2002

متن يادداشت

Includes bibliographical references (pages [591]-636) and index

متن يادداشت

" Statistical Pattern Recognition provides an introduction to statistical pattern theory and techniques, with material drawn from a wide range of fields, including the areas of engineering, statistics, computer science and the social sciences. The book describes techniques for analysing data comprising measurements made on individuals or objects.. The techniques are used to make a prediction such as disease of a patient, the type of object illuminated by a radar, economic forecast. Emphasis is placed on techniques for classification, a term used for predicting the class or group an object belongs to (based on a set of exemplars) and for methods that seek to discover natural groupings in a data set. Each section concludes with a description of the wide range of practical applications that have been addressed and the further developments of theoretical techniques and includes a variety of exercises, from 'open-book' questions to more lengthy projects. New material is presented, including the analysis of complex networks and basic techniques for analysing the properties of datasets and also introduces readers to the use of variational methods for Bayesian density estimation and looks at new applications in biometrics and security. "--

متن يادداشت

"The book describes techniques for analysing data comprising measurements made on individuals or objects."--

موضوع مستند نشده

Decision making-- Mathematical models

موضوع مستند نشده

Mathematical statistics

موضوع مستند نشده

Pattern perception-- Statistical methods

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Webb, A. R., (Andrew R.)

مستند نام اشخاص تاييد نشده

Copsey, Keith D

تاريخ عمليات

20111207232806.0

قواعد فهرست نويسي ( بخش توصيفي )

rda

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y