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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  
Improving tree-based neural machine translation with dynamic lexicalized dependency encoding Journal article
Knowledge-Based Systems, 2020,Volume: 188
Authors:  Yang,Baosong;  Wong,Derek F.;  Chao,Lidia S.;  Zhang,Min
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2021/03/11
Dynamic parameters  Neural machine translation (NMT)  Syntactic modeling  Tree-RNN  
Harmonization Shared Autoencoder Gaussian Process Latent Variable Model With Relaxed Hamming Distance Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020
Authors:  Li,Jinxing;  Zhang,Bob;  Lu,Guangming;  Xu,Yong;  Wu,Feng;  Zhang,David
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Adaptation models  Correlation  Data models  Gaussian process (GP)  Gaussian processes  Hamming distance  Hamming distance  harmonization  Image color analysis  latent variable  Learning systems  multiview.  
Visual Classification with Multikernel Shared Gaussian Process Latent Variable Model Journal article
IEEE Transactions on Cybernetics, 2019,Volume: 49,Issue: 8,Page: 2886-2899
Authors:  Li,Jinxing;  Zhang,Bob;  Lu,Guangming;  Ren,Hu;  Zhang,David
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/11
Gaussian process (GP)  latent variable model  multikernel  multiview  
Multicellular gene network analysis identifies a macrophage-related gene signature predictive of therapeutic response and prognosis of gliomas Journal article
Journal of Translational Medicine, 2019,Volume: 17,Issue: 1
Authors:  Sun X.;  Liu X.;  Xia M.;  Shao Y.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:13 TC[Scopus]:11 | Submit date:2021/03/03
Biomarker  Drug Resistance  Glioma  Macrophages  Multicellular Gene Network  Prognostic Signature  
Spatial Modeling Approach for Dynamic Network Formation and Interactions Journal article
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2019
Authors:  Xiaoyi Han;  Chih-Sheng Hsieh;  Stanley I. M. Ko
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/11/11
Spatial Dynamic Panel Data Model  Latent Variable  Peer Effects  Bayesian  Dynamic Network Formation  
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]:7 TC[Scopus]:11 | Submit date:2019/01/17
Diabetes mellitus  Multi-modal  Body surface feature  Gaussian process  
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]:31 TC[Scopus]:35 | Submit date:2018/10/30
Multi-view(modal)  Multi-feature  Generative model  Bayesian model  Classification  
Shared linear encoder-based Gaussian process latent variable model for visual classification Conference paper
MM 2018 - Proceedings of the 2018 ACM Multimedia Conference
Authors:  Li J.;  Lu G.;  Zhang B.;  Zhang D.
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2019/04/04
Classification  Gaussian process  Latent variable  Multi-view  
Shared Autoencoder Gaussian Process Latent Variable Model for Visual Classification Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 9,Page: 4272-4286
Authors:  Li, Jinxing;  Zhang, Bob;  Zhang, David
Favorite |  | TC[WOS]:5 TC[Scopus]:9 | Submit date:2018/10/30
Autoencoder  discriminative  Gaussian process (GP)  kernel  latent variable model  multiview