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

Language EnglishEnglish
Book Hardback
Book Gentle Introduction To Support Vector Machines In Biomedicine, A - Volume 1: Theory And Methods Alexander Statnikov
Libristo code: 05070263
Publishers World Scientific Publishing Co Pte Ltd, March 2011
Support Vector Machines (SVMs) are among the most important recent developments in pattern recogniti... Full description
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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.

About the book

Full name Gentle Introduction To Support Vector Machines In Biomedicine, A - Volume 1: Theory And Methods
Language English
Binding Book - Hardback
Date of issue 2011
Number of pages 200
EAN 9789814324380
ISBN 9814324388
Libristo code 05070263
Weight 626
Dimensions 197 x 239 x 17
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