Pattern Classification: A Unified View of Statistical and Neural Approaches - Couverture rigide

Schürmann, Jürgen

Couverture rigide

ISBN 10 : 0471135348 ISBN 13 : 9780471135340

Editeur : Wiley-Interscience, 1996

Synopsis

Based on many years of practical experience predominately in the area of character recognition and document analysis, the author details a number of competing approaches to building up essential estimating functions--statistical modeling, least mean squares techniques and radial basis functions. Traditional statistics-based pattern classification techniques as well as connectionist and neural methods are coherently treated and shown to be inextricably interfused. Uses an extremely simplified two-dimensional example task throughout the text to illustrate diverse approaches in a unified manner.

A propos du livre

À propos de l?auteur

JÜRGEN SCHÜRMANN is head of the Pattern Understanding Group at the Daimler-Benz Research Center in Ulm, Germany, and teaches at the Technical University of Darmstadt.

Détails de l'édition

• Éditeur: Wiley-Interscience
• Date d'édition: 1996
• Langue: anglais
• ISBN 10: 0471135348
• ISBN 13: 9780471135340
• Reliure: Relié
• Nombre de pages: 392
• Coordonnées du fabricant: Wiley VCH Verlag GmbH; info@wiley-vch.de; ; Boschstraße 12; Weinheim; Baden-Württemberg; 69469; Allemagne