Support Vector Machines for Pattern Classification / Advances in Computer Vision and Pattern Recognition (PDF)

Name: Support Vector Machines for Pattern Classification / Advances in Computer Vision and Pattern Recognition
Brand: Springer-Verlag GmbH
SKU: 29589082
Price: 92.51 EUR
Availability: OnlineOnly

(Sprache: Englisch)

Autor: Shigeo Abe

Schreiben Sie einen Kommentar zu "Support Vector Machines for Pattern Classification / Advances in Computer Vision and Pattern Recognition".

Support Vector Machines for Pattern Classification / Advances in Computer Vision and Pattern Recognition, Shigeo Abe

Merken

Mehr zum Inhalt Presse-Zitate Video

sofort als Download lieferbar

Bestellnummer: 29589082

eBook (pdf) 92.51 €

Download bestellen

Verschenken

Lastschrift, Kreditkarte, Paypal, Rechnung
Kostenloser tolino webreader

Produktdetails

Produktbeschreibung
eBook Hilfe
Biblio. Angaben / Produktdetails
Pressezitat

Produktinformationen zu „Support Vector Machines for Pattern Classification / Advances in Computer Vision and Pattern Recognition (PDF)“

I was shocked to see a student's report on performance comparisons between support vector machines (SVMs) and fuzzy classi?ers that we had developed withourbestendeavors.Classi?cationperformanceofourfuzzyclassi?erswas comparable, but in most cases inferior, to that of support vector machines. This tendency was especially evident when the numbers of class data were small. I shifted my research e?orts from developing fuzzy classi?ers with high generalization ability to developing support vector machine-based classi?ers. This book focuses on the application of support vector machines to p- tern classi?cation. Speci?cally, we discuss the properties of support vector machines that are useful for pattern classi?cation applications, several m- ticlass models, and variants of support vector machines. To clarify their - plicability to real-world problems, we compare performance of most models discussed in the book using real-world benchmark data. Readers interested in the theoretical aspect of support vector machines should refer to books such as [109, 215, 256, 257].

eBook Hilfe

Informationen und Hilfe zu eBooks hier klicken!

Bibliographische Angaben

Autor: Shigeo Abe
2005, 2005, 344 Seiten, Englisch
Verlag: Springer-Verlag GmbH
ISBN-10: 1846282195
ISBN-13: 9781846282195
Erscheinungsdatum: 28.12.2005

Abhängig von Bildschirmgröße und eingestellter Schriftgröße kann die Seitenzahl auf Ihrem Lesegerät variieren.

eBook Informationen

Dateiformat: PDF
Größe: 2.53 MB
Ohne Kopierschutz
Vorlesefunktion

Sprache:

Englisch

Pressezitat

From the reviews:

"This broad and deep … book is organized around the highly significant concept of pattern recognition by support vector machines (SVMs). … The book is praxis and application oriented but with strong theoretical backing and support. Many … details are presented and discussed, thereby making the SVM both an easy-to-understand learning machine and a more likable data modeling (mining) tool. Shigeo Abe has produced the book that will become the standard … . I like it and therefore highly recommend this book … ." (Vojislav Kecman, SIAM Review, Vol. 48 (2), 2006)

Kommentar zu "Support Vector Machines for Pattern Classification / Advances in Computer Vision and Pattern Recognition"

Schreiben Sie einen Kommentar zu "Support Vector Machines for Pattern Classification / Advances in Computer Vision and Pattern Recognition".