A Gentle Introduction to Support Vector Machines in Biomedicine: Theory and Methods (Volume 1)

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9789814324380: A Gentle Introduction to Support Vector Machines in Biomedicine: Theory and Methods (Volume 1)

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).

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Statnikov, Alexander
ISBN 10: 9814324388 ISBN 13: 9789814324380
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Alexander Statnikov, Constantin F. Aliferis, Douglas P. Hardin
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Book Description World Scientific Publishing Co Pte Ltd, Singapore, 2011. Hardback. Book Condition: New. 224 x 185 mm. Language: English . Brand New Book. 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). Bookseller Inventory # AAZ9789814324380

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Alexander Statnikov, Constantin F. Aliferis, Douglas P. Hardin
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Book Description World Scientific Publishing Co Pte Ltd, Singapore, 2011. Hardback. Book Condition: New. 224 x 185 mm. Language: English . Brand New Book. 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. Bookseller Inventory # AAZ9789814324380

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Book Description World Scientific Publishing 2011-04-22, 2011. Book Condition: New. Brand new book, sourced directly from publisher. Dispatch time is 24-48 hours from our warehouse. Book will be sent in robust, secure packaging to ensure it reaches you securely. Bookseller Inventory # NU-GRD-04708589

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Book Description World Scientific Publishing Co Pte Ltd. Hardback. Book Condition: new. BRAND NEW, A Gentle Introduction to Support Vector Machines in Biomedicine: v. 1: Theory and Methods, Alexander Statnikov, Constantin F. Aliferis, Douglas P. Hardin, 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. Bookseller Inventory # B9789814324380

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Book Description Hardback. Book Condition: New. Not Signed; 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 grasp. book. Bookseller Inventory # ria9789814324380_rkm

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