Übersicht			Auf mobile öffnen

Lieferstatus:	i.d.R. innert 14-24 Tagen versandfertig
Veröffentlichung:	März 1996
Genre:	Naturwissensch., Medizin, Technik
ISBN:	9780471135340
EAN-Code:	9780471135340
Verlag:	Wiley
Einband:	Gebunden
Sprache:	English
Dimensionen:	H 240 mm / B 161 mm / D 26 mm
Gewicht:	754 gr
Seiten:	392
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

PATTERN CLASSIFICATION a unified view of statistical and neural approaches The product of years of research and practical experience in pattern classification, this book offers a theory-based engineering perspective on neural networks and statistical pattern classification. Pattern Classification sheds new light on the relationship between seemingly unrelated approaches to pattern recognition, including statistical methods, polynomial regression, multilayer perceptron, and radial basis functions. Important topics such as feature selection, reject criteria, classifier performance measurement, and classifier combinations are fully covered, as well as material on techniques that, until now, would have required an extensive literature search to locate. A full program of illustrations, graphs, and examples helps make the operations and general properties of different classification approaches intuitively understandable. Offering a lucid presentation of complex applications and their algorithms, Pattern Classification is an invaluable resource for researchers, engineers, and graduate students in this rapidly developing field.