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2009, 1st ed., Wiley series on methods and applications in data mining, ISBN 0470371927, xv, 246
An easy-to-follow introduction to support vector machines This book provides an in-depth, easy-to-follow introduction to support vector machines drawing only from minimal, carefully motivated... 
Support vector machines | Computer algorithms | Data mining | Machine learning | COMPUTERS / Databases / Data Mining
Book
2011, ISBN 9781439821275, x, 201
"Support vector machines (SVMs), a promising machine learning method, is a powerful tool for chemical data analysis and for modeling complex physicochemical and biological systems... 
Support vector machines | Chemometrics
Book
Physical review letters, ISSN 1079-7114, 09/2014, Volume 113, Issue 13, pp. 130503 - 130503
.... In this work, we show that the support vector machine, an optimized binary classifier, can be implemented on a quantum computer, with complexity logarithmic in the size of the vectors and the number... 
Physics, Multidisciplinary | Physical Sciences | Physics | Science & Technology | Training | Support vector machines | Algorithms | Data management | Mathematical analysis | Classification | Polynomials | Sampling
Journal Article
2000, ISBN 0521780195, xiii, 189
This is the first comprehensive introduction to Support Vector Machines (SVMs), a generation learning system based on recent advances in statistical learning theory... 
Kernel functions | Algorithms | Machine learning
Book
Neural networks, ISSN 0893-6080, 12/2012, Volume 36, pp. 112 - 119
.... In this work, we designed a new Twin Support Vector Machine with Universum (called U-TSVM), which can utilize Universum data to improve the classification performance of TSVM... 
Universum | Twin support vector machine | Classification | Neurosciences | Life Sciences & Biomedicine | Technology | Computer Science | Computer Science, Artificial Intelligence | Neurosciences & Neurology | Science & Technology | Motion | Computer Systems | Image Processing, Computer-Assisted - methods | Support Vector Machine | Databases as Topic | Neural Networks (Computer) | Index Medicus
Journal Article
2014, ISBN 9783319022994, Volume 9783319023007, 306
Offering a detailed, unified approach, this book examines advances and applications of Support Vector Machines... 
Support vector machines | Computational intelligence
eBook
Energy conversion and management, ISSN 0196-8904, 03/2015, Volume 92, pp. 162 - 171
Journal Article
Machine learning, ISSN 1573-0565, 08/2007, Volume 68, Issue 3, pp. 267 - 276
Journal Article