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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
ACM Transactions on Intelligent Systems and Technology (TIST), ISSN 2157-6904, 04/2011, Volume 2, Issue 3, pp. 1 - 27
LIBSVM is a library for Support Vector Machines (SVMs). We have been actively developing this package since the year 2000... 
Classification LIBSVM optimization regression support vector machines SVM | Computer Science, Information Systems | Computer Science, Artificial Intelligence | Technology | Computer Science | Science & Technology
Journal Article
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
Pattern recognition, ISSN 0031-3203, 12/2003, Volume 36, Issue 12, pp. 2757 - 2767
Even the support vector machine (SVM) has been proposed to provide a good generalization performance, the classification result of the practically implemented SVM is often far from the theoretically expected level... 
Boosting | SVM ensemble | SVM | Iris and hand-written digit recognition | Fraud detection | Bagging
Journal Article
Mechanical systems and signal processing, ISSN 0888-3270, 07/2019, Volume 127, pp. 573 - 594
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