Statistical Pattern Recognition

Andrew Webb

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Sprache: Englisch

Verlag: Wiley & Sons, Butterworth-Heinemann, 2002

0470845147 / 9780470845141

Anbieter: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, DeutschlandBuchWeltWeit Ludwig Meier e.K.

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Verkäufer:in bei AbeBooks seit 11. Januar 2012

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Zustand: Neu

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This item is printed on demand - it takes 3-4 days longer - Neuware -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 theory. Includes background material on dissimilarity, parameter estimation, data, linear algebra and probability. Features a variety of exercises, from 'open-book' questions to more lengthy projects. The book is aimed primarily at senior undergraduate and graduate students studying statistical pattern recognition, pattern processing, neural networks, and data mining, in both statistics and engineering departments. It is also an excellent source of reference for technical professionals working in advanced information development environments. 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 theory. Includes background material on dissimilarity, parameter estimation, data, linear algebra and probability. Features a variety of exercises, from 'open-book' questions to more lengthy projects. The book is aimed primarily at senior undergraduate and graduate students studying statistical pattern recognition, pattern processing, neural networks, and data mining, in both statistics and engineering departments. It is also an excellent source of reference for technical professionals working in advanced information development environments. 448 pp. Englisch.…

Bestandsnummer des Verkäufers 9780470845141

Titel
Statistical Pattern Recognition
Autor
Andrew Webb
Verlag
Wiley & Sons, Butterworth-Heinemann
Erscheinungsjahr
2002
Zustand
Neu
Einband
Taschenbuch
Sprache
Englisch
ISBN-10
0470845147
ISBN-13
9780470845141
Auflage
2. Auflage
Artikelgewicht
932 Gramm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Deutschland

Verkäufer/-in mit 5 Sternen

Verkäufer:in bei AbeBooks seit 11. Januar 2012

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Artikel5 bis 15 Werktage5 bis 15 Werktage
Erster ArtikelEUR 23,00EUR 23,00
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