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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  |  View/Download:1/0  |  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  |  View/Download:11/0  |  Submit date:2018/10/30
Multi-view(modal)  Multi-feature  Generative model  Bayesian model  Classification  
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  |  View/Download:6/0  |  Submit date:2018/10/30
Autoencoder  discriminative  Gaussian process (GP)  kernel  latent variable model  multiview  
Joint discriminative and collaborative representation for fatty liver disease diagnosis Journal article
EXPERT SYSTEMS WITH APPLICATIONS, 2017,Volume: 89,Page: 31-40
Authors:  Li, Jinxing;  Zhang, Bob;  Zhang, David
Favorite  |  View/Download:5/0  |  Submit date:2018/10/30
Fatty liver  Multi-modal (task)  Tongue image  Facial image  Collaborative representation  Discriminative representation  
Joint similar and specific learning for diabetes mellitus and impaired glucose regulation detection Journal article
INFORMATION SCIENCES, 2017,Volume: 384,Page: 191-204
Authors:  Li, Jinxing;  Zhang, David;  Li, Yongcheng;  Wu, Jian;  Zhang, Bob
Favorite  |  View/Download:10/0  |  Submit date:2018/10/30
Diabetes mellitus (DM)  Impaired glucose regulation (IGR)  joint representation  Tongue image  Facial image  Sublingual image