A Gentle Introduction To Support Vector Machines In Biomedicine Theory And Methods

Author : Alexander Statnikov
Publisher : World Scientific
ISBN 13 : 9814324388
Total Pages : 200 pages
Book Rating : 4.80/5 ( download)

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Download or read book A Gentle Introduction to Support Vector Machines in Biomedicine: Theory and methods written by Alexander Statnikov and published by World Scientific. This book was released on 2011 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Alexander Statnikov
Publisher : World Scientific Publishing Company
ISBN 13 : 9814518506
Total Pages : 212 pages
Book Rating : 4.05/5 ( download)

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Download or read book A Gentle Introduction to Support Vector Machines in Biomedicine written by Alexander Statnikov and published by World Scientific Publishing Company. This book was released on 2013-03-21 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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).

Author : Alexander Romanovich Statnikov
Publisher :
ISBN 13 : 9789814335140
Total Pages : 200 pages
Book Rating : 4.42/5 ( download)

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Download or read book Gentle Introduction To Support Vector Machines In Biomedicine, A - written by Alexander Romanovich Statnikov and published by . This book was released on 2011 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Alexander Statnikov
Publisher : World Scientific Publishing Company
ISBN 13 : 9813107995
Total Pages : 200 pages
Book Rating : 4.91/5 ( download)

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Download or read book A Gentle Introduction to Support Vector Machines in Biomedicine written by Alexander Statnikov and published by World Scientific Publishing Company. This book was released on 2011-02-22 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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).

Author : Alexander Statnikov
Publisher :
ISBN 13 : 9789814335157
Total Pages : 210 pages
Book Rating : 4.50/5 ( download)

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Download or read book Gentle Introduction To Support Vector Machines In Biomedicine, A - written by Alexander Statnikov and published by . This book was released on 2012 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Gyorgy J. Simon
Publisher : Springer Nature
ISBN 13 : 3031393554
Total Pages : 824 pages
Book Rating : 4.56/5 ( download)

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Download or read book Artificial Intelligence and Machine Learning in Health Care and Medical Sciences written by Gyorgy J. Simon and published by Springer Nature. This book was released on with total page 824 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Connie W. Delaney
Publisher : Springer
ISBN 13 : 3319533002
Total Pages : 488 pages
Book Rating : 4.01/5 ( download)

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Download or read book Big Data-Enabled Nursing written by Connie W. Delaney and published by Springer. This book was released on 2017-11-02 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Historically, nursing, in all of its missions of research/scholarship, education and practice, has not had access to large patient databases. Nursing consequently adopted qualitative methodologies with small sample sizes, clinical trials and lab research. Historically, large data methods were limited to traditional biostatical analyses. In the United States, large payer data has been amassed and structures/organizations have been created to welcome scientists to explore these large data to advance knowledge discovery. Health systems electronic health records (EHRs) have now matured to generate massive databases with longitudinal trending. This text reflects how the learning health system infrastructure is maturing, and being advanced by health information exchanges (HIEs) with multiple organizations blending their data, or enabling distributed computing. It educates the readers on the evolution of knowledge discovery methods that span qualitative as well as quantitative data mining, including the expanse of data visualization capacities, are enabling sophisticated discovery. New opportunities for nursing and call for new skills in research methodologies are being further enabled by new partnerships spanning all sectors.

Author : Harry G. Perros
Publisher : CRC Press
ISBN 13 : 1000337820
Total Pages : 373 pages
Book Rating : 4.22/5 ( download)

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Download or read book An Introduction to IoT Analytics written by Harry G. Perros and published by CRC Press. This book was released on 2021-03-31 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers techniques that can be used to analyze data from IoT sensors and addresses questions regarding the performance of an IoT system. It strikes a balance between practice and theory so one can learn how to apply these tools in practice with a good understanding of their inner workings. This is an introductory book for readers who have no familiarity with these techniques. The techniques presented in An Introduction to IoT Analytics come from the areas of machine learning, statistics, and operations research. Machine learning techniques are described that can be used to analyze IoT data generated from sensors for clustering, classification, and regression. The statistical techniques described can be used to carry out regression and forecasting of IoT sensor data and dimensionality reduction of data sets. Operations research is concerned with the performance of an IoT system by constructing a model of the system under study and then carrying out a what-if analysis. The book also describes simulation techniques. Key Features IoT analytics is not just machine learning but also involves other tools, such as forecasting and simulation techniques. Many diagrams and examples are given throughout the book to fully explain the material presented. Each chapter concludes with a project designed to help readers better understand the techniques described. The material in this book has been class tested over several semesters. Practice exercises are included with solutions provided online at www.routledge.com/9780367686314 Harry G. Perros is a Professor of Computer Science at North Carolina State University, an Alumni Distinguished Graduate Professor, and an IEEE Fellow. He has published extensively in the area of performance modeling of computer and communication systems.

Author : Alan F. Schatzberg, M.D.
Publisher : American Psychiatric Pub
ISBN 13 : 1615374353
Total Pages : 2218 pages
Book Rating : 4.59/5 ( download)

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Download or read book The American Psychiatric Association Publishing Textbook of Psychopharmacology, Sixth Edition written by Alan F. Schatzberg, M.D. and published by American Psychiatric Pub. This book was released on 2024-03-22 with total page 2218 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Terrence Adam
Publisher : Springer Nature
ISBN 13 : 3030186261
Total Pages : 349 pages
Book Rating : 4.65/5 ( download)

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Download or read book Personalized and Precision Medicine Informatics written by Terrence Adam and published by Springer Nature. This book was released on 2019-09-17 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book adopts an integrated and workflow-based treatment of the field of personalized and precision medicine (PPM). Outlined within are established, proven and mature workflows as well as emerging and highly-promising opportunities for development. Each workflow is reviewed in terms of its operation and how they are enabled by a multitude of informatics methods and infrastructures. The book goes on to describe which parts are crucial to discovery and which are essential to delivery and how each of these interface and feed into one-another. Personalized and Precision Medicine Informatics provides a comprehensive review of the integrative as well as interpretive nature of the topic and brings together a large body of literature to define the topic and ensure that this is the key reference for the topic. It is an unique contribution that is positioned to be an essential guide for both PPM experts and non-experts, and for both informatics and non-informatics professionals.