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Gaussian process image classification based on multi-layer convolution kernel function Journal article
Neurocomputing, 2022,Volume: 480,Page: 99-109
Authors:  Xu, Lixiang;  Zhou, Biao;  Li, Xinlu;  Wu, Zhize;  Chen, Yan;  Wang, Xiaofeng;  Tang, Yuanyan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/05/04
Convolution Kernel Function  Gaussian Process  Image Classification  Multi-layer Kernel  
A novel generative approach for modal frequency probabilistic prediction under varying environmental condition using incomplete information Journal article
Engineering Structures, 2022,Volume: 252
Authors:  Mu, He Qing;  Shen, Ji Hui;  Zhao, Zi Tong;  Liu, Han Teng;  Yuen, Ka Veng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/03/04
Bayesian Inference  Copula  Model Class Selection  Multivariate Probability Density Function  Structural Health Monitoring  
One-step synthesized single component white emitting carbon microspheres for lighting Journal article
Journal of Luminescence, 2022,Volume: 242
Authors:  Liu, Weiwei;  Ng, Kar Wei;  Lin, Hao;  Lian, Zhendong;  Su, Shichen;  Wang, Shuangpeng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/03/04
Carbon Microspheres  Hydrothermal  Single Component Phosphor  White Light-emitting Diode  
Random Fourier feature-based fuzzy clustering with p-Laplacian regularization Journal article
Applied Soft Computing, 2021,Volume: 111
Authors:  Wang, Yingxu;  Li, Tianjun;  Chen, Long;  Xu, Guangmei;  Zhou, Jin;  Chen, C. L.Philip
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date：2021/12/08
Attribute Weights  Fuzzy Clustering  P-laplacian Regularization  Random Fourier Feature  
Hybrid forecasting method for wind power integrating spatial correlation and corrected numerical weather prediction Journal article
Applied Energy, 2021,Volume: 293
Authors:  Hu, Shuai;  Xiang, Yue;  Zhang, Hongcai;  Xie, Shanyi;  Li, Jianhua;  Gu, Chenghong;  Sun, Wei;  Liu, Junyong
Favorite |  | TC[WOS]:10 TC[Scopus]:12 | Submit date：2021/09/09
Gaussian Process  Hybrid Model  Kernel Function  Numerical Weather Prediction  Spatial Correlation  Wind Power Forecasting  
A new nonlocal means based framework for mixed noise removal Journal article
Neurocomputing, 2021,Volume: 431,Page: 57-68
Authors:  Jiang,Jielin;  Yang,Kang;  Yang,Jian;  Yang,Zhi Xin;  Chen,Yadang;  Luo,Lei
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date：2021/03/11
Convolutional Neural Network  Gradient Regularization  Low Rank Approximation  Mixed Noise Removal  Nonlocal Self-similarity  
Shared Linear Encoder-Based Multikernel Gaussian Process Latent Variable Model for Visual Classification Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 2,Page: 534-547
Authors:  Li, Jinxing;  Lu, Guangming;  Zhang, Bob;  You, Jane;  Zhang, David
Favorite |  | TC[WOS]:5 TC[Scopus]:4 | Submit date：2021/12/07
Classification  Gaussian Process (Gp)  Latent Variable Model  Multikernel  Multiview  
Nonintrusive Uncertainty Quantification of Dynamic Power Systems Subject to Stochastic Excitations Journal article
IEEE Transactions on Power Systems, 2021,Volume: 36,Issue: 1,Page: 402-414
Authors:  Qiu,Yiwei;  Lin,Jin;  Chen,Xiaoshuang;  Liu,Feng;  Song,Yonghua
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date：2021/03/09
Dynamic Uncertainty Quantification  Itô Process  Karhunen-loève Expansion  Polynomial Chaos  Stochastic Differential Equations  Stochastic Excitations  
Distribution-aware hierarchical weighting method for deep metric learning Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Authors:  Zhu, Yinong;  Feng, Yong;  Zhou, Mingliang;  Qiang, Baohua;  Leong Hou, U.;  Zhu, Jiajie
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/05/13
Distribution quantification  Hierarchical weighting  Metric learning  Relationship maintenance  
Asymmetric Gaussian Process multi-view learning for visual classification Journal article
Information Fusion, 2021,Volume: 65,Page: 108-118
Authors:  Li,Jinxing;  Li,Zhaoqun;  Lu,Guangming;  Xu,Yong;  Zhang,Bob;  Zhang,David
Favorite |  | TC[WOS]:6 TC[Scopus]:8 | Submit date：2021/03/11
Classification  Gaussian Process  Multi-view  View-shared  View-specific