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

Alexander Statnikov Constantin F Aliferis Douglas P Hardin Isabelle Guyon

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  • 200 sidor
  • 2011
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).
  • Författare: Alexander Statnikov, Constantin F Aliferis, Douglas P Hardin, Isabelle Guyon
  • Format: Inbunden
  • ISBN: 9789814324380
  • Språk: Engelska
  • Antal sidor: 200
  • Utgivningsdatum: 2011-03-02
  • Förlag: World Scientific Publishing Co Pte Ltd