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Gentle Introduction To Support Vector Machines In Biomedicine, A - Volume 1: Theory And Methods

Isabelle Guyon author Alexander Statnikov author Douglas P Hardin author Constantin F Aliferis author

Format:Hardback

Publisher:World Scientific Publishing Co Pte Ltd

Published:2nd Mar '11

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Gentle Introduction To Support Vector Machines In Biomedicine, A - Volume 1: Theory And Methods cover

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).

ISBN: 9789814324380

Dimensions: unknown

Weight: unknown

200 pages