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Automatica (Oxford), ISSN 0005-1098, 2017, Volume 76, pp. 70 - 77
.... To improve the robustness of KF against impulsive noises, we propose in this work a new Kalman filter, called the maximum correntropy Kalman filter (MCKF... 
Fixed-point algorithm | Kalman filter | Maximum correntropy criterion (MCC) | SYSTEMS | H-INFINITY | AUTOMATION & CONTROL SYSTEMS | ENGINEERING, ELECTRICAL & ELECTRONIC | Algorithms | Electrical engineering
Journal Article
International Journal of Systems Science, ISSN 0020-7721, 06/2017, Volume 48, Issue 8, pp. 1607 - 1615
Journal Article
Pattern Recognition, ISSN 0031-3203, 07/2018, Volume 79, pp. 318 - 327
Journal Article
Neurocomputing, ISSN 0925-2312, 07/2015, Volume 160, pp. 85 - 92
In this paper we investigate the usage of regularized correntropy framework for learning of classifiers from noisy labels... 
Maximum Correntropy Criteria | Regularization | Pattern classification | Label noise | Maximum correntropy criteria | DISTRIBUTED GENERATION | NETWORK | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Data mining | Algorithms
Journal Article
Signal Processing, ISSN 0165-1684, 11/2017, Volume 140, pp. 116 - 126
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 08/2012, Volume 19, Issue 8, pp. 491 - 494
Journal Article
IEEE Transactions on Geoscience and Remote Sensing, ISSN 0196-2892, 09/2017, Volume 55, Issue 9, pp. 4944 - 4955
Journal Article
IEEE signal processing letters, ISSN 1558-2361, 2019, Volume 26, Issue 8, pp. 1212 - 1216
Journal Article
Neurocomputing (Amsterdam), ISSN 0925-2312, 2019, Volume 329, pp. 424 - 432
.... In this paper, to combat the large outliers efficiently, the kernel recursive maximum correntropy with Nyström approximation (KRMC-NA... 
Kernel adaptive filters | Nyström method | Learning | Kernel recursive maximum correntropy | Nystrom method | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Digital Signal Processing, ISSN 1051-2004, 11/2016, Volume 58, pp. 10 - 19
Journal Article
IEEE transactions on circuits and systems. II, Express briefs, ISSN 1549-7747, 07/2020, Volume 67, Issue 7, pp. 1339 - 1343
The maximum correntropy criterion (MCC) algorithm has attracted much attention due to its capability of combating impulsive noise... 
Maximum correntropy criterion | variable kernel width | Microsoft Windows | Circuits and systems | Heuristic algorithms | reset mechanism | squared deviation | Complexity theory | Noise measurement | Kernel | Convergence
Journal Article
Sensors (Basel, Switzerland), ISSN 1424-8220, 2016, Volume 16, Issue 9, p. 1530
A new algorithm called maximum correntropy unscented Kalman filter (MCUKF) is proposed and applied to relative state estimation in space communication networks... 
Unscented transformation (UT) | Unscented Kalman filter (UKF) | Maximum correntropy criterion (MCC) | unscented transformation (UT) | CHEMISTRY, ANALYTICAL | INSTRUMENTS & INSTRUMENTATION | ALGORITHM | maximum correntropy criterion (MCC) | NAVIGATION | unscented Kalman filter (UKF) | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Signal Processing, ISSN 0165-1684, 12/2015, Volume 117, pp. 11 - 16
In this letter, a robust kernel adaptive algorithm, called the kernel recursive maximum correntropy (KRMC... 
Kernel adaptive filter | Maximum correntropy criterion (MCC) | Kernel recursive maximum correntropy (KRMC) | LEAST-SQUARES ALGORITHM | MEAN-SQUARE | ENGINEERING, ELECTRICAL & ELECTRONIC | Algorithms
Journal Article
Automatica, ISSN 0005-1098, 01/2018, Volume 87, pp. 218 - 225
In this paper we formulate a solution of the robust linear regression problem in a general framework of correntropy maximization... 
Outliers | Maximum correntropy | Robust estimation | System identification | CRITERION | AUTOMATION & CONTROL SYSTEMS | ENGINEERING, ELECTRICAL & ELECTRONIC | Analysis | Regression analysis | Engineering Sciences | Automatic
Journal Article
Sensors (Basel, Switzerland), ISSN 1424-8220, 2018, Volume 18, Issue 11, p. 4080
Journal Article
Neurocomputing (Amsterdam), ISSN 0925-2312, 2018, Volume 316, pp. 34 - 48
.... To alleviate the adverse influence of this limitation, in this paper, a robust graph regularized concept factorization method, called correntropy based graph regularized concept factorization (GCCF... 
Maximum correntropy criterion | Graph regularization | Non-Gaussian noises | Concept factorization | Clustering | REPRESENTATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Information storage and retrieval | Algorithms | Machine vision | Analysis | Data mining | Artificial intelligence | Mathematical optimization | Robotics
Journal Article
Optik, ISSN 0030-4026, 07/2018, Volume 165, pp. 137 - 147
.... In this paper, a new maximum correntropy based partial least squares is proposed to build robust model... 
Maximum correntropy | Regression | Robustness | Partial least squares | SPECTROSCOPY | NIR | SIGNAL CORRECTION | OPTICS
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 10/2018, Volume 107, pp. 173 - 181
....•A complete deduction is presented and important properties are studied.•Complex correntropy has overcome classical methods in a channel equalization problem... 
Correntropy | Maximum complex correntropy criterion | Complex-valued data | Fixed-point algorithm | Properties | Channel equalization | DEFINITION | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Algorithms
Journal Article
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