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Nonparametric Bayesian Correlated Group Regression With Applications to Image Classification Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 11,Page: 5330-5344
Authors:  Luo, Lei;  Yang, Jian;  Zhang, Bob;  Jiang, Jielin;  Huang, Heng
Favorite  |  View/Download:6/0  |  Submit date:2019/01/17
Correlated group regression  expectation-maximization (EM)  robust image classification  scale mixture of matrix Gaussian distribution  sparse Bayesian learning (SBL)  
Nonparametric Bayesian Correlated Group Regression with Applications to Image Classification Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Volume: 29,Issue: 11,Page: 5330-5344
Authors:  Luo L.;  Yang J.;  Zhang B.;  Jiang J.;  Huang H.
Favorite  |  View/Download:3/0  |  Submit date:2019/04/04
Correlated group regression  expectation-maximization (EM)  robust image classification  scale mixture of matrix Gaussian distribution  sparse Bayesian learning (SBL)  
Variance bound of ACF estimation of one block of fGn with LRD Journal article
Mathematical Problems in Engineering, 2018,Volume: 2010
Authors:  Li, Ming;  Zhao, Wei
Favorite  |  View/Download:3/0  |  Submit date:2018/11/06
Correntropy-Based Evolving Fuzzy Neural System Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 3,Page: 1324-1338
Authors:  Bao, Rong-Jing;  Rong, Hai-Jun;  Angelov, Plamen P.;  Chen, Badong;  Wong, Pak Kin
Favorite  |  View/Download:17/0  |  Submit date:2018/10/30
Correntropy  Evolving Fuzzy Neural System (Efns)  Mean-square Error (Mse)  Nonlinear System  Steady-state Excess Mean Square Error (Emse)  
Effective and Fast Estimation for Image Sensor Noise Via Constrained Weighted Least Squares Journal article
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018,Volume: 27,Issue: 6,Page: 2715-2730
Authors:  Dong, Li;  Zhou, Jiantao;  Tang, Yuan Yan
Favorite  |  View/Download:20/0  |  Submit date:2018/10/30
Signal-dependent Noise  Image Sensor Noise Estimation  Natural Image Statistics  Weighted Least Squares  
Robust signal recovery using the prolate spherical wave functions and maximum correntropy criterion Journal article
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2018,Volume: 104,Page: 279-289
Authors:  Zou, Cuiming;  Kou, Kit Ian
Favorite  |  View/Download:21/0  |  Submit date:2018/10/30
Robust signal recovery  Prolate spherical wave functions  Maximum correntropy criterion  Mean square error criterion  
Probabilistic Solutions of the In-Plane Nonlinear Random Vibrations of Shallow Cables Under Filtered Gaussian White Noise Journal article
INTERNATIONAL JOURNAL OF STRUCTURAL STABILITY AND DYNAMICS, 2018,Volume: 18,Issue: 4
Authors:  Er, G. K.;  Wang, K.;  Iu, V. P.
Favorite  |  View/Download:16/0  |  Submit date:2018/10/30
Nonlinear random vibration  cable system  probabilistic solution  filtered Gaussian white noise  
Probabilistic Solutions of the In-Plane Nonlinear Random Vibrations of Shallow Cables under Filtered Gaussian White Noise Journal article
International Journal of Structural Stability and Dynamics, 2018,Volume: 18,Issue: 4
Authors:  Er G.K.;  Wang K.;  Iu V.P.
Favorite  |  View/Download:2/0  |  Submit date:2019/02/12
cable system  filtered Gaussian white noise  Nonlinear random vibration  probabilistic solution  
Kernel-based sparse regression with the correntropy-induced loss Journal article
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2018,Volume: 44,Issue: 1,Page: 144-164
Authors:  Chen, Hong;  Wang, Yulong
Favorite  |  View/Download:10/0  |  Submit date:2018/10/30
Learning theory  Kernel-based regression  Correntropy-induced loss  Sparsity  Learning rate  
Time-efficient BER estimation approach using jitter characteristics for HBC channel Journal article
IET SCIENCE MEASUREMENT & TECHNOLOGY, 2018,Volume: 12,Issue: 1,Page: 145-150
Authors:  Li, Jia Wen;  Mak, Peng Un;  Pun, Sio Hang;  Chen, Xi Mei;  Che, U. Kin;  Lam, Chan Tong;  Gao, Yue Ming;  Vai, Mang I.;  Du, Min
Favorite  |  View/Download:25/0  |  Submit date:2018/10/30