A Gentle Introduction to Support Vector Machines in Biomedicine: Theory and Methods - Couverture rigide

Statnikov, Alexander; Aliferis, Constantin F; Hardin, Douglas P; Guyon, Isabelle

 
9789814324380: A Gentle Introduction to Support Vector Machines in Biomedicine: Theory and Methods
Couverture rigide
ISBN 10 : 9814324388 ISBN 13 : 9789814324380
Editeur : World Scientific Publishing Co Pte Ltd, 2011

Synopsis

Support Vector Machines (SVMs) are among the most important recent developments in pattern recognition and statistical machine learning. They have found a great range of applications in various fields including biology and medicine. However, biomedical researchers often experience difficulties grasping both the theory and applications of these important methods because of lack of technical background. The purpose of this book is to introduce SVMs and their extensions and allow biomedical researchers to understand and apply them in real-life research in a very easy manner. The book is to consist of two volumes: theory and methods (Volume 1) and case studies (Volume 2).

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
World Scientific Publishing Co Pte Ltd
Date d'édition
2011
Langue
anglais
ISBN 10 
9814324388
ISBN 13 
9789814324380
Reliure
Relié
Nombre de pages
200
Coordonnées du fabricant
non disponible
Personne responsable
non disponible