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Cover: 9789814324397 | Gentle Introduction to Support Vector Machines in Biomedicine, a -...
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Gentle Introduction to Support Vector Machines in Biomedicine, a - Volume 2: Case Studies and Benchmarks
Buch von Alexander Statnikov (u. a.)
Sprache: Englisch

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Beschreibung
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.

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.

Details
Erscheinungsjahr: 2012
Fachbereich: Allgemeine Lexika
Genre: Importe, Medizin
Rubrik: Wissenschaften
Medium: Buch
ISBN-13: 9789814324397
ISBN-10: 9814324396
Sprache: Englisch
Einband: Gebunden
Autor: Statnikov, Alexander
Aliferis, Constantin F
Hardin, Douglas P
Guyon, Isabelle
Hersteller: World Scientific Publishing Company
Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 22 x 198 x 236 mm
Von/Mit: Alexander Statnikov (u. a.)
Erscheinungsdatum: 31.07.2012
Gewicht: 0,674 kg
Artikel-ID: 132737249
Details
Erscheinungsjahr: 2012
Fachbereich: Allgemeine Lexika
Genre: Importe, Medizin
Rubrik: Wissenschaften
Medium: Buch
ISBN-13: 9789814324397
ISBN-10: 9814324396
Sprache: Englisch
Einband: Gebunden
Autor: Statnikov, Alexander
Aliferis, Constantin F
Hardin, Douglas P
Guyon, Isabelle
Hersteller: World Scientific Publishing Company
Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 22 x 198 x 236 mm
Von/Mit: Alexander Statnikov (u. a.)
Erscheinungsdatum: 31.07.2012
Gewicht: 0,674 kg
Artikel-ID: 132737249
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