A Gentle Introduction to Support Vector Machines in Biomedicine: Theory and Methods - Hardcover

Statnikov, Alexander; Aliferis, Constantin F.; Hardin, Douglas P.; Guyon, Isabelle

 
9789814324380: A Gentle Introduction to Support Vector Machines in Biomedicine: Theory and Methods
Hardcover
ISBN 10: 9814324388 ISBN 13: 9789814324380
Verlag: World Scientific Publishing Co Pte Ltd, 2011

Inhaltsangabe

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 cases studies (Volume 2).The proposed book follows the approach of programmed learning whereby material is presented in short sections called frames . Each frame consists of a very small amount of information to be learned, a multiple choice quiz, and answers to the quiz. The reader can proceed to the next frame only after verifying the correct answers to the current frame.

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Von der hinteren Coverseite

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 cases studies (Volume 2).The proposed book follows the approach of programmed learning whereby material is presented in short sections called frames . Each frame consists of a very small amount of information to be learned, a multiple choice quiz, and answers to the quiz. The reader can proceed to the next frame only after verifying the correct answers to the current frame.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
World Scientific Publishing Co Pte Ltd
Erscheinungsdatum
2011
Sprache
Englisch
ISBN 10 
9814324388
ISBN 13 
9789814324380
Einband
Gebundene Ausgabe
Anzahl der Seiten
183
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
preigu
mail@preigu.de

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