A Gentle Introduction to Support Vector Machines in Biomedicine: Case Studies an Benchmarks

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9789814324397: A Gentle Introduction to Support Vector Machines in Biomedicine: Case Studies an Benchmarks
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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 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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"The authors make a worthy contribution to the informatics in the biomedicine field by introducing various biomedicine applications for which SVM can be used successfully. The potentials of SVM in biomedicine are addressed in a well-written, rigorous, and engaging manner; therefore, readers gain a comprehensive perspective on the use of SVM in biomedicine applications that will add to their own bank of knowledge." -- Dr Ulas Bagci, National Institutes of Health, Maryland, USA

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Book Description World Scientific Publishing Co Pte Ltd, Singapore, 2013. Hardback. Condition: New. 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). Seller Inventory # AAJ9789814324397

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Book Description World Scientific Publishing Co Pte Ltd, Singapore, 2013. Hardback. Condition: New. 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). Seller Inventory # AAJ9789814324397

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Book Description World Scientific Publishing Co Pte Ltd. Hardback. Condition: new. BRAND NEW, A Gentle Introduction to Support Vector Machines in Biomedicine: Volume 2: Case Studies and Benchmarks: Volume 2, 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 case studies (Volume 2). Seller Inventory # B9789814324397

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Book Description World Scientific Publishing Co Pte Ltd, Singapore, 2013. Hardback. Condition: New. Language: English . This book usually ship within 10-15 business days and we will endeavor to dispatch orders quicker than this where possible. 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). Seller Inventory # BTE9789814324397

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