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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 | Applications of Computing | COMPUTERS / Databases / Data Mining
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 | Algorithms | WORKING SET SELECTION | COMPUTER SCIENCE, INFORMATION SYSTEMS | Experimentation | Performance | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Physical review letters, ISSN 1079-7114, 2014, Volume 113, Issue 13, p. 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... 
LOW-RANK APPROXIMATION | ALGORITHMS | PHYSICS, MULTIDISCIPLINARY | MATRICES | Training | Support vector machines | Algorithms | Data management | Mathematical analysis | Classification | Polynomials | Sampling
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 05/2014, Volume 36, Issue 5, pp. 984 - 997
Journal Article
Pattern recognition, ISSN 0031-3203, 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 | boosting | bagging | fraud detection | NETWORKS | iris and hand-written digit recognition | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Knowledge-based systems, ISSN 0950-7051, 2013, Volume 43, pp. 74 - 81
.... In this paper, we design a new Structural Twin Support Vector Machine (called S-TWSVM). Unlike existing methods based on structural information, S-TWSVM... 
Structural information of data | Twin support vector machine | Optimization | Classification | Machine learning | ROBUST | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Analysis | Algorithms
Journal Article
ISPRS journal of photogrammetry and remote sensing, ISSN 0924-2716, 2011, Volume 66, Issue 3, pp. 247 - 259
Journal Article
Expert systems with applications, ISSN 0957-4174, 2015, Volume 42, Issue 2, pp. 741 - 750
•This study introduces the use of the clustered support vector machine (CSVM) for credit scoring.•The CSVM has been shown to relax size constraints while remaining highly accurate... 
Clustered support vector machine | Credit risk | Support vector machine | Credit scoring | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | NEURAL-NETWORKS | MODELS | DISCRIMINANT-ANALYSIS | RISK-ASSESSMENT | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Credit ratings | Support vector machines | Algorithms | Computation | Classification | Scoring | Nonlinearity | Clustering | Expert systems
Journal Article