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| Joint sparse matrix regression and nonnegative spectral analysis for two-dimensional unsupervised feature selection Journal article
Pattern Recognition, 2019,Volume: 89,Page: 119-133
Authors: Yuan H.; Li J.; Lai L.L.; Tang Y.Y.
  Favorite | View/Download：33/0 | TC[WOS]:7 TC[Scopus]:8 | Submit date：2019/02/11
Nonnegative spectral analysis Sparse matrix regression Two-dimensional feature selection Unsupervised learning |
| Unsupervised Learning of 3-D Local Features From Raw Voxels Based on a Novel Permutation Voxelization Strategy Journal article
IEEE Transactions on Cybernetics, 2019,Volume: 49,Issue: 2,Page: 481-494
Authors: Han Z.; Liu Z.; Han J.; Vong C.-M.; Bu S.; Chen C.L.P.
Favorite | View/Download：19/0 | TC[WOS]:0 TC[Scopus]:16 | Submit date：2019/02/11
3-D local features 3-D voxelization deep learning stacked sparse autoencoder (SSAE) unsupervised feature learning |
| Unsupervised Learning 3D Local Feature from Raw Voxels based on A Novel Permutation Voxelization Strategy Journal article
IEEE TRANSACTIONS ON CYBERNETIC, 2019,Volume: 49,Issue: 2,Page: 481 - 494
Authors: Zhizhong Han; Zhenbao Liu; Junwei Han; Chi-Man Vong ; Shuhui Bu; C. L. Philip Chen
Favorite | View/Download：26/0 | TC[WOS]:14 TC[Scopus]:0 | Submit date：2019/04/29
3-d Local Features 3-d Voxelization Deep Learning Stacked Sparse Autoencoder (Ssae) Unsupervised Feature Learning |
| Sparse bayesian kernel multinomial probit regression model for high-dimensional data classification Journal article
Communications in Statistics - Theory and Methods, 2019,Volume: 48,Issue: 1,Page: 165-176
Authors: Aijun Yang; Xuejun Jiang; Lianjie Shu; Pengfei Liu
Favorite | View/Download：12/0 | TC[WOS]:1 TC[Scopus]:1 | Submit date：2019/08/01
Correlation Prior High-dimensional Data Classification Multicategory Support Vector Machine Sparse Bayesian Method |
| Modal frequency-environmental condition relation development using long-term structural health monitoring measurement: Uncertainty quantification, sparse feature selection and multivariate prediction Journal article
MEASUREMENT, 2018,Volume: 130,Page: 384-397
Authors: Mu, He-Qing; Yuen, Ka-Veng
Favorite | View/Download：22/0 | TC[WOS]:11 TC[Scopus]:11 | Submit date：2018/10/30
Bayesian inference Environmental conditions Sparse feature selection Modal analysis Structural health monitoring |
| Spectral-Spatial Sparse Subspace Clustering Based on Three-Dimensional Edge-Preserving Filtering for Hyperspectral Image Conference paper
Proceedings - International Conference on Machine Learning and Cybernetics
Authors: Li A.; Qin A.; Hu S.; Shang Z.; Tang Y.Y.
Favorite | View/Download：11/0 | TC[WOS]:0 TC[Scopus]:1 | Submit date：2019/02/11
3-D edge-preserving filters (3-D EPFs) Hyperspectral images (HSIs) Intensity differences Sparse subspace clustering (SSC) |
| Two-dimensional Quaternion PCA and Sparse PCA Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Page: 1 - 15
Authors: Xiaolin Xiao; Yicong Zhou
Favorite | View/Download：16/0 | TC[WOS]:0 TC[Scopus]:10 | Submit date：2019/03/26
2d-principle Component Analysis (2d-pca) 2d-quaternion Pca (2d-qPca) 2d-quaternion Sparse Pca (2d-qsPca) Color Face Recognition Feature Extraction Partial Occlusions Qpca |
| 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：13/0 | TC[WOS]:7 TC[Scopus]:10 | 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：28/0 | TC[WOS]:7 TC[Scopus]:10 | Submit date：2019/01/17
Correlated group regression expectation-maximization (EM) robust image classification scale mixture of matrix Gaussian distribution sparse Bayesian learning (SBL) |
| Scalable Online Convolutional Sparse Coding Journal article
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018,Volume: 27,Issue: 10,Page: 4850-4859
Authors: Wang, Yaqing; Yao, Quanming; Kwok, James T.; Ni, Lionel M.
Favorite | View/Download：57/0 | TC[WOS]:6 TC[Scopus]:10 | Submit date：2018/10/30
Online learning convolutional sparse coding dictionary learning |
