UM

Browse/Search Results:  1-10 of 44 Help

Selected(0)Clear Items/Page:    Sort:
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:25/0 | TC[WOS]:3 TC[Scopus]:0 | Submit date:2019/02/11
Nonnegative spectral analysis  Sparse matrix regression  Two-dimensional feature selection  Unsupervised learning  
Medical data mining in sentiment analysis based on optimized swarm search feature selection Journal article
AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE, 2018,Volume: 41,Issue: 4,Page: 1087-1100
Authors:  Zeng, Daohui;  Peng, Jidong;  Fong, Simon;  Qiu, Yining;  Wong, Raymond
Favorite | View/Download:4/0 | TC[WOS]:1 TC[Scopus]:0 | Submit date:2019/01/17
Medical text mining  Optimized swarm search-based feature selection  Sentiment prediction  Clustering-by-coefficient-of-variation  
Sparse structural feature selection for multitarget regression Journal article
KNOWLEDGE-BASED SYSTEMS, 2018,Volume: 160,Page: 200-209
Authors:  Yuan, Haoliang;  Zheng, Junjie;  Lai, Loi Lei;  Tang, Yuan Yan
Favorite | View/Download:20/0 | TC[WOS]:3 TC[Scopus]:0 | Submit date:2018/10/30
Multitarget regression  Feature selection  Structure matrix  Inter-target correlations  
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:7/0 | TC[WOS]:0 TC[Scopus]:0 | 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:11/0 | TC[WOS]:0 TC[Scopus]:0 | 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:8/0 | TC[WOS]:5 TC[Scopus]: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:10/0 | TC[WOS]:5 TC[Scopus]: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)  
Adaptive weighted nonnegative low-rank representation Journal article
PATTERN RECOGNITION, 2018,Volume: 81,Page: 326-340
Authors:  Wen, Jie;  Zhang, Bob;  Xu, Yong;  Yang, Jian;  Han, Na
Favorite | View/Download:29/0 | TC[WOS]:26 TC[Scopus]:0 | Submit date:2018/10/30
Low-rank representation  Adaptive weighted matrix  Data clustering  Locality constraint  
A PageRank Algorithm based on Asynchronous Gauss-Seidel Iterations Conference paper
Proceedings of the American Control Conference
Authors:  Silvestre D.;  Hespanha J.;  Silvestre C.
Favorite | View/Download:6/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/12
Efficient extreme learning machine via very sparse random projection Journal article
SOFT COMPUTING, 2018,Volume: 22,Issue: 11,Page: 3563-3574
Authors:  Chen, Chuangquan;  Vong, Chi-Man;  Wong, Chi-Man;  Wang, Weiru;  Wong, Pak-Kin
Favorite | View/Download:74/0 | TC[WOS]:4 TC[Scopus]:0 | Submit date:2018/10/30
Extreme Learning Machine (Elm)  Sparse-bernoulli Matrix  Very Sparse Random Projection  Dimension Reduction  Compression Layer