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Joint deep convolutional feature representation for hyperspectral palmprint recognition Journal article
Information Sciences, 2019,Volume: 489,Page: 167-181
Authors:  Zhao S.;  Zhang B.;  Philip Chen C.L.
Favorite  |  View/Download:22/0  |  Submit date:2019/04/04
CNN stack  Hyperspectral palmprint recognition  Joint convolutional feature  
Block sparse representation for pattern classification: Theory, extensions and applications Journal article
Pattern Recognition, 2019,Volume: 88,Page: 198-209
Authors:  Wang Y.;  Tang Y.Y.;  Li L.;  Zheng X.
Favorite  |  View/Download:14/0  |  Submit date:2019/02/11
Block sparsity  M-estimator  Representation based classifier  Subspace  
Identification of potential blood biomarkers for Parkinson’s disease by gene expression and DNA methylation data integration analysis Journal article
CLINICAL EPIGENETICS, 2019,Volume: 11
Authors:  Changliang Wang;  Liang Chen;  Yang Yang;  Menglei Zhang;  Garry Wong
Favorite  |  View/Download:36/0  |  Submit date:2020/05/11
Parkinson's Disease  Data Integration  Dna Methylation  Gene Expression  
Multi-View CNN Feature Aggregation with ELM Auto-Encoder for 3D Shape Recognition Journal article
COGNITIVE COMPUTATION, 2018,Volume: 10,Issue: 6,Page: 908-921
Authors:  Yang, Zhi-Xin;  Tang, Lulu;  Zhang, Kun;  Wong, Pak Kin
Favorite  |  View/Download:21/0  |  Submit date:2019/01/17
Elm Auto-encoder  Convolutional Neural Networks  3d Shape Recognition  Multi-view Feature Aggregation  
Single and Simultaneous Fault Diagnosis With Application to a Multistage Gearbox: A Versatile Dual-ELM Network Approach Journal article
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018,Volume: 14,Issue: 12,Page: 5245-5255
Authors:  Yang, Zhi-Xin;  Wang, Xian-Bo;  Wong, Pak Kin
Favorite  |  View/Download:9/0  |  Submit date:2019/01/17
Extreme Learning Machines (Elm)  Fault Diagnosis  Local Mean Decomposition (Lmd)  Single And Simultaneous Faults  Multistage Gearbox  
Cauchy Matching Pursuit for Robust Sparse Representation and Classification Conference paper
Proceedings - International Conference on Pattern Recognition
Authors:  Wang Y.;  Zou C.;  Tang Y.Y.;  Li L.
Favorite  |  View/Download:7/0  |  Submit date:2019/02/11
Prior Knowledge Based Probabilistic Collaborative Representation for Visual Recognition Journal article
IEEE Transactions on Cybernetics, 2018,Page: 1 - 11
Authors:  Rushi Lan;  Yicong Zhou;  Zhenbing Liu;  Xiaonan Luo
Favorite  |  View/Download:11/0  |  Submit date:2019/03/26
Collaborative Representation  Prior Knowledge  Representation-based Classifier  Visual Recognition  
Computer-assisted non-invasive diabetes mellitus detection system via facial key block analysis Conference paper
International Conference on Wavelet Analysis and Pattern Recognition
Authors:  Shu T.;  Zhang B.;  Tang Y.-Y.
Favorite  |  View/Download:9/0  |  Submit date:2019/02/11
Diabetes mellitus  Disease detection system  Facial key block analysis  Local binary pattern  Support vector machines  
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:7/0  |  Submit date:2019/04/04
Correlated group regression  expectation-maximization (EM)  robust image classification  scale mixture of matrix Gaussian distribution  sparse Bayesian learning (SBL)  
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:9/0  |  Submit date:2019/01/17
Correlated group regression  expectation-maximization (EM)  robust image classification  scale mixture of matrix Gaussian distribution  sparse Bayesian learning (SBL)