Gentle Introduction To Support Vector Machines In Biomedicine, A - Volume 1: Theory And Methods
Feb 2011 · World Scientific Publishing Company
Ebook
200
Pages
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About this ebook
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).
About the author
Alexander Statnikov (New York University, USA);Constantin F Aliferis (New York University, USA);Douglas P Hardin (Vanderbilt University, USA);Isabelle Guyon (ClopiNet, USA)
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