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Linear Representation-Based Methods for Image Classification: A Survey Journal article
IEEE Access, 2020,Volume: 8,Page: 216645-216670
Authors:  Zhou,Jianhang;  Zeng,Shaoning;  Zhang,Bob
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
Image Classification  Linear Representation  Optimization  
Ensemble learning-based structural health monitoring by Mahalanobis distance metrics Journal article
Structural Control and Health Monitoring, 2020,Volume: 28,Issue: 2
Authors:  Hassan Sarmadi;  Alireza Entezami;  Behzad Saeedi Razavi;  Ka-Veng Yuen
Favorite |  | TC[WOS]:5 TC[Scopus]:9 | Submit date:2021/03/09
Damage Detection  Ensemble Learning  Environmental Variability  Mahalanobis Distance  Structural Health Monitoring  Unsupervised Learning  
Unsupervised Feature Learning Architecture with Multi-clustering Integration RBM Journal article
IEEE Transactions on Knowledge and Data Engineering, 2020
Authors:  Jielei Chu;  Hongjun Wang;  Jing Liu;  Zhiguo Gong;  Tianrui Li
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Cd1 Learning  Clustering Algorithms  Encoding  Feature Extraction  Image Clustering  Image Reconstruction  Machine Learning  Multi-clustering Integration Rbm  Task Analysis  Training  Unsupervised Feature Learning  
Approximate empirical kernel map-based iterative extreme learning machine for clustering Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 12,Page: 8031-8046
Authors:  Chen,Chuangquan;  Vong,Chi Man;  Wong,Pak Kin;  Tai,Keng Iam
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Approximate empirical kernel map  Compact model  Extreme learning machine  Kernel learning  Maximum margin clustering  
Broad Graph-Based Non-Negative Robust Continuous Clustering Journal article
IEEE Access, 2020,Volume: 8,Page: 121693-121704
Authors:  Feng,Qiying;  Chen,C. L.Philip;  Chen,Long
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
broad learning system  non-negative matrix factorization  representation learning  Robust continuous clustering  
Structured manifold broad learning system: A manifold perspective for large-scale chaotic time series analysis and prediction Journal article
IEEE Transactions on Knowledge and Data Engineering, 2019,Volume: 31,Issue: 9,Page: 1809-1821
Authors:  Han,Min;  Feng,Shoubo;  Chen,C. L.Philip;  Xu,Meiling;  Qiu,Tie
Favorite |  | TC[WOS]:39 TC[Scopus]:24 | Submit date:2021/03/09
Broad learning system  Dynamical system  Manifold learning  Nonuniform embedding  Time series  
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 |  | TC[WOS]:13 TC[Scopus]:13 | Submit date:2019/02/11
Nonnegative spectral analysis  Sparse matrix regression  Two-dimensional feature selection  Unsupervised learning  
Semi-supervised anti-fraud models for cash pre-loan in internet consumer finance Conference paper
Proceedings - 2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019, Taipei, Taiwan, 6-9 May 2019
Authors:  Sun,Wanlin;  Chen,Ming;  Ye,Jie Xia;  Zhang,Yuhang;  Xu,Cheng Zhong;  Zhang,Yangqing;  Wang,Yaonan;  Wu,Wen;  Zhang,Peng;  Qu,Feipeng
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
Cash Pre-loan  Fraud Detection  Internet Consumer Finance  Semi-supervised 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 |  | TC[WOS]:0 TC[Scopus]:21 | 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 |  | TC[WOS]:17 TC[Scopus]:0 | Submit date:2019/04/29
3-d Local Features  3-d Voxelization  Deep Learning  Stacked Sparse Autoencoder (Ssae)  Unsupervised Feature Learning