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ISPRS Journal of Photogrammetry and Remote Sensing, ISSN 0924-2716, 2011, Volume 66, Issue 3, pp. 247 - 259
Journal Article
Applied Soft Computing Journal, ISSN 1568-4946, 03/2018, Volume 64, pp. 356 - 365
•We propose an algorithm called Minimally-Spanned Support Vector Machine (MS-SVM) algorithm with a view to reducing the number of support vectors compared to... 
Support vector machine | Prim's algorithm | Minimum spanning tree | Kernel method | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Analysis | Algorithms
Journal Article
Neurocomputing, ISSN 0925-2312, 12/2015, Volume 169, pp. 34 - 42
The satellite remote sensing image data volume is too big, therefore, transmitting, storing and processing mass data is very difficult. Thus, the current... 
Satellite remote sensing image | Cloud image detection SVM vector machine | RECOGNITION | INFORMATION | 3-D OBJECT RETRIEVAL | 3D MODEL | ALGORITHMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Analysis | Methods | Artificial satellites in remote sensing
Journal Article
Pattern Recognition, ISSN 0031-3203, 2012, Volume 45, Issue 4, pp. 1318 - 1325
This paper presents a hybrid model of integrating the synergy of two superior classifiers: Convolutional Neural Network (CNN) and Support Vector Machine (SVM),... 
Convolutional Neural Network | Hybrid model | Support Vector Machine | Handwritten digit recognition | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Neural networks | Artificial intelligence | Analysis | Rejection | Support vector machines | Classifiers | Databases | Digits | Mathematical models | Pattern recognition | Recognition
Journal Article
Frontiers in Microbiology, ISSN 1664-302X, 03/2018, Volume 9, p. 476
Journal Article
IEEE Geoscience and Remote Sensing Letters, ISSN 1545-598X, 10/2010, Volume 7, Issue 4, pp. 736 - 740
Journal Article
Journal of Machine Learning Research, ISSN 1533-7928, 2005, Volume 6, pp. 363 - 392
Standard SVM training has O(m(3)) time and O(m(2)) space complexities, where m is the training set size. It is thus computationally infeasible on very large... 
Kernel methods | Core set | Scalability | Approximation algorithm | Minimum enclosing ball | core set | SUPPORT | minimum enclosing ball | kernel methods | approximation algorithm | scalability | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
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... 
Support vector machines | Computer algorithms | Data mining | Machine learning | Applications of Computing | COMPUTERS / Databases / Data Mining
Book
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 06/2016, Volume 38, Issue 6, pp. 1204 - 1216
This paper presents a theoretical foundation for an SVM solver in Kreĭn spaces. Up to now, all methods are based either on the matrix correction, or on... 
stabilization problem | Krein spaces | indefinite kernel | Minimization | SVM | dissimilarity | classification | Standards | Support vector machines | Hafnium | Cost function | Eigenvalues and eigenfunctions | Kernel | SUPPORT VECTOR MACHINES | Dissimilarity | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Usage | Matrices | Kernel functions | Analysis
Journal Article
Applied Soft Computing Journal, ISSN 1568-4946, 2011, Volume 11, Issue 6, pp. 4203 - 4211
Condition monitoring of induction motors is a fast emerging technology in the field of electrical equipment maintenance and has attracted more and more... 
Condition monitoring | Induction motor | Continuous wavelet transform (CWT) | Bearing fault | Support Vector Machine (SVM) | SYSTEM | DIAGNOSIS | SIGNATURE ANALYSIS | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Induction electric motors | Analysis
Journal Article