Statistical Pattern Recognition: Third Edition - Couverture souple

Webb, Andrew R.

Couverture souple

ISBN 10 : 0470682280 ISBN 13 : 9780470682289

Editeur : Wiley, 2011

Synopsis

" 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. "--

A propos du livre

À propos de l?auteur

Dr Andrew Robert Webb, Senior Researcher, QinetiQ Ltd, Malvern, UK.

Dr Keith Derek Copsey, Senior Researcher, QinetiQ Ltd, Malvern, UK.

Détails de l'édition

• Éditeur: Wiley
• Date d'édition: 2011
• Langue: anglais
• ISBN 10: 0470682280
• ISBN 13: 9780470682289
• Reliure: Broché
• Numéro d'édition: 3
• Nombre de pages: 668
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible