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Gentle Introduction to Support Vector Machines in Biomedicine, a - Volume 2: Case Studies and Benchmarks

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Gentle Introduction to Support Vector Machines in Biomedicine, a - Volume 2: Case Studies and Benchmarks - Statnikov, Alexander, and Aliferis, Constantin F, and Hardin, Douglas P
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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 ...

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Gentle Introduction to Support Vector Machines in Biomedicine, a - Volume 2: Case Studies and Benchmarks 2012, World Scientific Publishing Company

ISBN-13: 9789814324397

Hardcover