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Multi-level regularization-based unsupervised multi-view feature selection with adaptive graph learning Journal article
Chen, Tingjian, Zeng, Ying, Yuan, Haoliang, Zhong, Guo, Lai, Loi Lei, Tang, Yuan Yan. Multi-level regularization-based unsupervised multi-view feature selection with adaptive graph learning[J]. International Journal of Machine Learning and Cybernetics, 2022, 14(5), 1695-1709.
Authors:  Chen, Tingjian;  Zeng, Ying;  Yuan, Haoliang;  Zhong, Guo;  Lai, Loi Lei; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:3.1/3.6 | Submit date：2023/01/30
Adaptive Graph Learning  Multi-level Regularization  Multi-view Feature Selection  Unsupervised Learning  
Low-rank matrix regression for image feature extraction and feature selection Journal article
Yuan, Haoliang, Li, Junyu, Lai, Loi Lei, Tang, Yuan Yan. Low-rank matrix regression for image feature extraction and feature selection[J]. Information Sciences, 2020, 522, 214-226.
Authors:  Yuan, Haoliang;  Li, Junyu;  Lai, Loi Lei;  Tang, Yuan Yan
Favorite | TC[WOS]:31 TC[Scopus]:34  IF:0/0 | Submit date：2021/12/06
Feature Extraction  Feature Selection  Low-rank  Matrix Regression  
Sparse structural feature selection for multitarget regression Journal article
Yuan, Haoliang, Zheng, Junjie, Lai, Loi Lei, Tang, Yuan Yan. Sparse structural feature selection for multitarget regression[J]. KNOWLEDGE-BASED SYSTEMS, 2018, 160, 200-209.
Authors:  Yuan, Haoliang;  Zheng, Junjie;  Lai, Loi Lei;  Tang, Yuan Yan
Favorite | TC[WOS]:10 TC[Scopus]:13  IF:7.2/7.4 | Submit date：2018/10/30
Multitarget Regression  Feature Selection  Structure Matrix  Inter-target Correlations  
Graph-based multiple rank regression for image classification Journal article
Yuan, Haoliang, Li, Junyu, Lai, Loi Lei, Tang, Yuan Yan. Graph-based multiple rank regression for image classification[J]. NEUROCOMPUTING, 2018, 315, 394-404.
Authors:  Yuan, Haoliang;  Li, Junyu;  Lai, Loi Lei;  Tang, Yuan Yan
Favorite | TC[WOS]:6 TC[Scopus]:9  IF:5.5/5.5 | Submit date：2018/10/30
Multiple Rank Regression  Graph Regularization  Image Classification  
A constrained least squares regression model Journal article
Yuan, Haoliang, Zheng, Junjie, Lai, Loi Lei, Tang, Yuan Yan. A constrained least squares regression model[J]. Information Sciences, 2018, 429, 247-259.
Authors:  Yuan, Haoliang;  Zheng, Junjie;  Lai, Loi Lei;  Tang, Yuan Yan
Favorite | TC[WOS]:18 TC[Scopus]:22  IF:0/0 | Submit date：2018/10/30
Least Squares Regression  Soft Target Label  Multicategory Classification  
A collaborative-competitive representation based classifier model Journal article
Yuan, Haoliang, Li, Xuecong, Xu, Fangyuan, Wang, Yifei, Lai, Loi Lei, Tang, Yuan Yan. A collaborative-competitive representation based classifier model[J]. NEUROCOMPUTING, 2018, 275, 627-635.
Authors:  Yuan, Haoliang;  Li, Xuecong;  Xu, Fangyuan;  Wang, Yifei;  Lai, Loi Lei; et al.
Favorite | TC[WOS]:34 TC[Scopus]:39  IF:5.5/5.5 | Submit date：2018/10/30
Classification  Collaborative Representation  Collaborative-competitive Representation  
Semi-supervised graph-based retargeted least squares regression Journal article
Yuan, Haoliang, Zheng, Junjie, Lai, Loi Lei, Tang, Yuan Yan. Semi-supervised graph-based retargeted least squares regression[J]. Signal Processing, 2018, 142, 188-193.
Authors:  Yuan, Haoliang;  Zheng, Junjie;  Lai, Loi Lei;  Tang, Yuan Yan
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:3.4/3.8 | Submit date：2018/10/30
Graph Learning  Retargeted Least Squares Regression (Relsr)  Multicategory Classification