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2010, Adaptive and learning systems for signal processing, communication, and control, ISBN 9780470447536, xxi, 209
Online learning from a signal processing perspective There is increased interest in kernel learning algorithms in neural networks and a growing need for... 
Waves & Wave Mechanics | Science | Kernel functions | Adaptive filters
Book
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 03/2014, Volume 36, Issue 3, pp. 536 - 549
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 03/2011, Volume 59, Issue 3, pp. 964 - 978
Journal Article
Neurocomputing (Amsterdam), ISSN 0925-2312, 05/2016, Volume 191, pp. 95 - 106
Kernel adaptive filters (KAF) are a class of powerful nonlinear filters developed in Reproducing Kernel Hilbert Space (RKHS). The Gaussian kernel is usually... 
Kernel methods | Kernel least mean square | Kernel adaptive filtering | Kernel selection | CROSS-VALIDATION | STEADY-STATE | ALGORITHMS | SELECTION | ONLINE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Artificial intelligence | Robotics | Algorithms | Kernels | Reproduction | Least mean squares | Adaptive filters | Least mean squares algorithm | Hilbert space | Optimization
Journal Article
Pattern recognition, ISSN 0031-3203, 11/2015, Volume 48, Issue 11, pp. 3357 - 3370
In this paper, we investigate the use of manifold learning techniques to enhance the separation properties of standard graph kernels. The idea stems from the... 
Graph kernels | Manifold learning | Kernel learning | Kernel unfolding | DIMENSIONALITY REDUCTION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Computer science
Journal Article
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 01/2019, Volume 41, Issue 1, pp. 136 - 147
Journal Article
04/2016, Cambridge studies in advanced mathematics, ISBN 1107104092, Volume 152, 194
Reproducing kernel Hilbert spaces have developed into an important tool in many areas, especially statistics and machine learning, and they play a valuable... 
Kernel functions | Hilbert space
eBook
1991, 1, Studies in advanced mathematics., ISBN 084937152X, Volume 1, xvii, 364
CR Manifolds and the Tangential Cauchy Riemann Complex provides an elementary introduction to CR manifolds and the tangential Cauchy-Riemann Complex and... 
CR submanifolds | Cauchy-Riemann equations | Mathematical Physics | Differential Equations
Book