TY - BOOK
T1 - A gentle introduction to support vector machines in biomedicine
T2 - Volume 1: Theory and methods
AU - Statnikov, Alexander
AU - Aliferis, Constantin F.
AU - Hardin, Douglas P.
AU - Guyon, Isabelle
N1 - Publisher Copyright:
© 2011 by World Scientific Publishing Co. Pte. Ltd. All rights reserved.
PY - 2011/1/1
Y1 - 2011/1/1
N2 - 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).
AB - 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).
UR - http://www.scopus.com/inward/record.url?scp=84995480893&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84995480893&partnerID=8YFLogxK
U2 - 10.1142/7922
DO - 10.1142/7922
M3 - Book
AN - SCOPUS:84995480893
SN - 9789814324380
BT - A gentle introduction to support vector machines in biomedicine
PB - World Scientific Publishing Co.
ER -