Gentle Introduction to Support Vector Mach...

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Sprache: Englisch

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Beschreibung

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 cases studies (Volume 2).

The proposed book follows the approach of "programmed learning" whereby material is presented in short sections called "frames." Each frame consists of a very small amount of information to be learned, a multiple choice quiz, and answers to the quiz. The reader can proceed to the next frame only after verifying the correct answers to the current frame.

Erscheinungsjahr:	2011
Fachbereich:	Allgemeine Lexika
Genre:	Importe , Medizin
Rubrik:	Wissenschaften
Medium:	Buch
ISBN-13:	9789814324380
ISBN-10:	9814324388
Sprache:	Englisch
Einband:	Gebunden
Autor:	Statnikov, Alexander Aliferis, Constantin F Hardin, Douglas P Guyon, Isabelle
Hersteller:	World Scientific Publishing Company
Verantwortliche Person für die EU:	Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße:	231 x 191 x 18 mm
Von/Mit:	Alexander Statnikov (u. a.)
Erscheinungsdatum:	11.03.2011
Gewicht:	0,658 kg