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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
Erratum: Multi-view feature selection via sparse tensor regression (Int. J. Wavelets Multiresolut. Inf. Process. (2021) 19: 5 (2150020) DOI: 10.1142/S021969132150020X)
Other
2022-03-01
Authors:
Yuan, Haoliang
;
Lo, Sio Long
;
Yin, Ming
;
Liang, Yong
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
|
Submit date:2023/01/30
Multi-view unsupervised feature selection with tensor low-rank minimization
Journal article
Yuan, Haoliang, Li, Junyu, Liang, Yong, Tang, Yuan Yan. Multi-view unsupervised feature selection with tensor low-rank minimization[J]. NEUROCOMPUTING, 2022, 487, 75-85.
Authors:
Yuan, Haoliang
;
Li, Junyu
;
Liang, Yong
;
Tang, Yuan Yan
Favorite
|
TC[WOS]:
23
TC[Scopus]:
26
IF:
5.5
/
5.5
|
Submit date:2022/05/13
Unsupervised Feature Selection
Tensor Low-rank
Graph Embedding
MIVCN: Multimodal interaction video captioning network based on semantic association graph
Journal article
Wang, Ying, Huang, Guoheng, Yuming, Lin, Yuan, Haoliang, Pun, Chi Man, Ling, Wing Kuen, Cheng, Lianglun. MIVCN: Multimodal interaction video captioning network based on semantic association graph[J]. APPLIED INTELLIGENCE, 2021, 52(5), 5241-5260.
Authors:
Wang, Ying
;
Huang, Guoheng
;
Yuming, Lin
;
Yuan, Haoliang
;
Pun, Chi Man
; et al.
Favorite
|
TC[WOS]:
2
TC[Scopus]:
3
IF:
3.4
/
3.9
|
Submit date:2022/03/28
Attention Mechanism
Gated Recurrent Unit
Graph Convolutional Network
Long-short Term Memory
Multimodal Fusion
Video Captioning
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