This book contains select chapters on support vector algorithms from different perspectives, including mathematical background, properties of various kernel functions, and several applications. The main focus of this book is on orthogonal kernel func...Loe edasi...
This book contains select chapters on support vector algorithms from different perspectives, including mathematical background, properties of various kernel functions, and several applications. The main focus of this book is on orthogonal kernel func...Loe edasi...
Sari: Computer Science, Technology and Applications
(Ilmumisaeg: 24-Nov-2020, PDF+DRM, Kirjastus: Nova Science Publishers Inc, ISBN-13: 9781536188653)
Support Vector Machines: Evolution and Applications reviews the basics of Support Vector Machines (SVM), their evolution and applications in diverse fields. SVM is an efficient supervised learning approach popularly used for pattern recognition, medi...Loe edasi...
Sari: Memoirs of the American Mathematical Society
(Ilmumisaeg: 04-Oct-2019, PDF+DRM, Kirjastus: American Mathematical Society, ISBN-13: 9781470450779)
This article studies constructions of reproducing kernel Banach spaces (RKBSs) which may be viewed as a generalization of reproducing kernel Hilbert spaces (RKHSs). A key point is to endow Banach spaces with reproducing kernels such that machine lear...Loe edasi...
(Ilmumisaeg: 12-Oct-2016, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319461861)
This book provides a systematic and focused study of the various aspects of twin support vector machines (TWSVM) and related developments for classification and regression. In addition to presenting most of the basic models of TWSVM and twin support...Loe edasi...
(Ilmumisaeg: 12-Oct-2016, EPUB+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319461861)
This book provides a systematic and focused study of the various aspects of twin support vector machines (TWSVM) and related developments for classification and regression. In addition to presenting most of the basic models of TWSVM and twin support...Loe edasi...
(Ilmumisaeg: 16-Aug-2016, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319410630)
This work reviews the state of the art in SVM and perceptron classifiers. A Support Vector Machine (SVM) is easily the most popular tool for dealing with a variety of machine-learning tasks, including classification. SVMs are associated with maximizi...Loe edasi...
Yizeng Liang, Qing-Song Xu, Hong-Dong Li, Dong-Sheng Cao
(Ilmumisaeg: 19-Apr-2016, EPUB+DRM, Kirjastus: Taylor & Francis Inc, ISBN-13: 9781040053249)
Support vector machines (SVMs) are used in a range of applications, including drug design, food quality control, metabolic fingerprint analysis, and microarray data-based cancer classification. While most mathematicians are well-versed in the distinc...Loe edasi...
Yizeng Liang, Qing-Song Xu, Hong-Dong Li, Dong-Sheng Cao
(Ilmumisaeg: 19-Apr-2016, PDF+DRM, Kirjastus: Taylor & Francis Inc, ISBN-13: 9781439821282)
Support vector machines (SVMs) are used in a range of applications, including drug design, food quality control, metabolic fingerprint analysis, and microarray data-based cancer classification. While most mathematicians are well-versed in the distinc...Loe edasi...
Sari: Wiley Series on Methods and Applications in Data Mining
(Ilmumisaeg: 20-Sep-2011, EPUB+DRM, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9781118211038)
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 technical and mathematical background material. It begins...Loe edasi...
Sari: Wiley Series on Methods and Applications in Data Mining
(Ilmumisaeg: 22-Oct-2009, PDF+DRM, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9780470503041)
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 technical and mathematical background material. It begins...Loe edasi...
(Ilmumisaeg: 03-Sep-2009, PDF+DRM, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9780470749005)
Kernel methods have long been established as effective techniques in the framework of machine learning and pattern recognition, and have now become the standard approach to many remote sensing applications. With algorithms that combine statistics and...Loe edasi...
(Ilmumisaeg: 01-Oct-2007, PDF+DRM, Kirjastus: Nova Science Publishers Inc, ISBN-13: 9781622570782)
This new book presents topical research in the study of support vector machines. Topics discussed include the support vector machine in medical imaging; monthly air pollution modeling using support vector machine techniques in Spain; support vector m...Loe edasi...
