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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
2014, 2014, ISBN 9783319022994, Volume 9783319023007, 306
eBook
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
Neurocomputing (Amsterdam), ISSN 0925-2312, 05/2019, Volume 343, pp. 50 - 64
Many machine learning applications involve imbalance class prior probabilities, multi-class classification with many classes... 
Cost-sensitive learning | SVM | Bayes consistency | Class imbalance | Classification | Computer Science, Artificial Intelligence | Technology | Computer Science | Science & Technology | Analysis | Algorithms | Machine learning
Journal Article
Machine learning, ISSN 1573-0565, 08/2007, Volume 68, Issue 3, pp. 267 - 276
Journal Article