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

Author:   Alexander Statnikov (New York Univ, Usa) ,  Constantin F Aliferis (New York Univ, Usa) ,  Douglas P Hardin (Vanderbilt Univ, Usa) ,  Isabelle Guyon (Clopinet, Usa)
Publisher:   World Scientific Publishing Co Pte Ltd
ISBN:  

9789814324380


Pages:   200
Publication Date:   02 March 2011
Format:   Hardback
Availability:   In Print   Availability explained
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Gentle Introduction To Support Vector Machines In Biomedicine, A - Volume 1: Theory And Methods


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Overview

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).

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Author:   Alexander Statnikov (New York Univ, Usa) ,  Constantin F Aliferis (New York Univ, Usa) ,  Douglas P Hardin (Vanderbilt Univ, Usa) ,  Isabelle Guyon (Clopinet, Usa)
Publisher:   World Scientific Publishing Co Pte Ltd
Imprint:   World Scientific Publishing Co Pte Ltd
Dimensions:   Width: 19.00cm , Height: 1.80cm , Length: 23.10cm
Weight:   0.658kg
ISBN:  

9789814324380


ISBN 10:   9814324388
Pages:   200
Publication Date:   02 March 2011
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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