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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]:3 TC[Scopus]:3 | Submit date:2021/03/11
Classification  Gaussian Process  Multi-view  View-shared  View-specific  
Intelligent fault diagnosis of rotating machinery via wavelet transform, generative adversarial nets and convolutional neural network Journal article
Measurement: Journal of the International Measurement Confederation, 2020,Volume: 159
Authors:  Liang,Pengfei;  Deng,Chao;  Wu,Jun;  Yang,Zhixin
Favorite |  | TC[WOS]:24 TC[Scopus]:25 | Submit date:2021/03/11
Convolutional neural net  Fault diagnosis  Generative adversarial nets  Rotating machinery  Wavelet transform  
Intelligent Fault Diagnosis via Semisupervised Generative Adversarial Nets and Wavelet Transform Journal article
IEEE Transactions on Instrumentation and Measurement, 2020,Volume: 69,Issue: 7,Page: 4659-4671
Authors:  Liang,Pengfei;  Deng,Chao;  Wu,Jun;  Li,Guoqiang;  Yang,Zhixin;  Wang,Yuanhang
Favorite |  | TC[WOS]:16 TC[Scopus]:15 | Submit date:2021/03/11
Fault diagnosis  rotating machinery  semisupervised generative adversarial nets (SSGANs)  wavelet transform (WT)  
Single and simultaneous fault diagnosis of gearbox via a semi-supervised and high-accuracy adversarial learning framework Journal article
Knowledge-Based Systems, 2020,Volume: 198
Authors:  Liang,Pengfei;  Deng,Chao;  Wu,Jun;  Yang,Zhixin;  Zhu,Jinxuan;  Zhang,Zihan
Favorite |  | TC[WOS]:9 TC[Scopus]:11 | Submit date:2021/03/11
Adversarial learning  Continuous wavelet transform  Fault diagnosis  Gearbox  Simultaneous  Single  
Gaussian Pyramid of Conditional Generative Adversarial Network for Real-World Noisy Image Denoising Journal article
Neural Processing Letters, 2020,Volume: 51,Issue: 3,Page: 2669-2684
Authors:  Ma,Ruijun;  Zhang,Bob;  Hu,Haifeng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Gaussian Pyramid  Generative Model  Image Denoising  Real-world Noisy Images  
Generative and Discriminative Fuzzy Restricted Boltzmann Machine Learning for Text and Image Classification Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 5,Page: 2237-2248
Authors:  Chen,C. L.Philip;  Feng,Shuang
Favorite |  | TC[WOS]:9 TC[Scopus]:11 | Submit date:2021/03/09
Discriminative learning  fuzzy number  Gaussian fuzzy restricted Boltzmann machine (GFRBM)  image classification  
Triple-translation GAN with multi-layer sparse representation for face image synthesis Journal article
Neurocomputing, 2019,Volume: 358,Page: 294-308
Authors:  Ye,Linbin;  Zhang,Bob;  Yang,Meng;  Lian,Wei
Favorite |  | TC[WOS]:10 TC[Scopus]:11 | Submit date:2021/03/11
Face Synthesis  Generative Adversarial Networks (Gans)  Triple Translation  
Generative multi-view and multi-feature learning for classification Journal article
INFORMATION FUSION, 2019,Volume: 45,Page: 215-226
Authors:  Li, Jinxing;  Zhang, Bob;  Lu, Guangming;  Zhang, David
Favorite |  | TC[WOS]:34 TC[Scopus]:40 | Submit date:2018/10/30
Multi-view(Modal)  Multi-feature  Generative Model  Bayesian Model  Classification  
Body surface feature-based multi-modal Learning for Diabetes Mellitus detection Journal article
INFORMATION SCIENCES, 2019,Volume: 472,Page: 1-14
Authors:  Li, Jinxing;  Zhang, Bob;  Lu, Guangming;  You, Jane;  Zhang, David
Favorite |  | TC[WOS]:10 TC[Scopus]:13 | Submit date:2019/01/17
Diabetes Mellitus  Multi-modal  Body Surface Feature  Gaussian Process  
A Semi-Supervised Fault Diagnosis Framework for a Gearbox Based on Generative Adversarial Nets Conference paper
2018 IEEE 8th International Conference on Underwater System Technology: Theory and Application, USYS 2018
Authors:  Liang,Pengfei;  Deng,Chao;  Wu,Jun;  Yang,Zhixin;  Wang,Yuanhang
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/11
fast Fourier transform  Fault diagnosis  gearbox  generative adversarial nets  semi-supervised