A Gentle Introduction to Support Vector Machines in Biomedicine: Theory and Methods: 1 - Rilegato

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

 
9789814324380: A Gentle Introduction to Support Vector Machines in Biomedicine: Theory and Methods: 1
Rilegato
ISBN 10: 9814324388 ISBN 13: 9789814324380
Casa editrice: World Scientific Pub Co Inc, 2011

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Dalla quarta di copertina

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.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
World Scientific Pub Co Inc
Data di pubblicazione
2011
Lingua
Inglese
ISBN 10 
9814324388
ISBN 13 
9789814324380
Rilegatura
Copertina rigida
Numero di pagine
183
Contatto del produttore
non disponibile
Persona responsabile
non disponibile