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Faculty of Scien... [7]
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YIBO BOB ZHANG [6]
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Journal article [9]
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Probabilistic Nuclear-Norm Matrix Regression Regularized by Random Graph Theory
Journal article
Zhou, Jianhang, Li, Shuyi, Zeng, Shaoning, Zhang, Bob. Probabilistic Nuclear-Norm Matrix Regression Regularized by Random Graph Theory[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2024.
Authors:
Zhou, Jianhang
;
Li, Shuyi
;
Zeng, Shaoning
;
Zhang, Bob
Favorite
|
TC[WOS]:
1
TC[Scopus]:
0
IF:
5.3
/
5.7
|
Submit date:2024/05/16
Adaptation Models
Bayes Methods
Computational Intelligence
Computational Intelligence
Graph Theory
Nuclear Magnetic Resonance
Nuclear-norm Matrix Regression
Probabilistic Logic
Probability Theory
Random Graph
Structural Information
Training
Robust and Sparse Least Square Regression for Finger Vein and Finger Knuckle Print Recognition
Journal article
Li, Shuyi, Zhang, Bob, Wu, Lifang, Ma, Ruijun, Ning, Xin. Robust and Sparse Least Square Regression for Finger Vein and Finger Knuckle Print Recognition[J]. IEEE Transactions on Information Forensics and Security, 2024, 19, 2709-2719.
Authors:
Li, Shuyi
;
Zhang, Bob
;
Wu, Lifang
;
Ma, Ruijun
;
Ning, Xin
Favorite
|
TC[WOS]:
1
TC[Scopus]:
2
IF:
6.3
/
7.3
|
Submit date:2024/05/16
Finger-based Biometrics
Least Square Regression (Lsr)
Projection Learning
Sparse Transformation Matrix
Incorporating Linear Regression Problems Into An Adaptive Framework with Feasible Optimizations
Journal article
Zhang, Hengmin, Qian, Feng, Zhang, Bob, Du, Wenli, Qian, Jianjun, Yang, Jian. Incorporating Linear Regression Problems Into An Adaptive Framework with Feasible Optimizations[J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 25, 4041-4051.
Authors:
Zhang, Hengmin
;
Qian, Feng
;
Zhang, Bob
;
Du, Wenli
;
Qian, Jianjun
; et al.
Favorite
|
TC[WOS]:
19
TC[Scopus]:
13
IF:
8.4
/
8.0
|
Submit date:2022/05/17
Linear Regression
Convex Vector And Matrix Norm
Iteratively Re-weighted Algorithm
Convergence Analysis
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
Image decomposition based matrix regression with applications to robust face recognition
Journal article
Qian,Jianjun, Yang,Jian, Xu,Yong, Xie,Jin, Lai,Zhihui, Zhang,Bob. Image decomposition based matrix regression with applications to robust face recognition[J]. Pattern Recognition, 2020, 102, 107204.
Authors:
Qian,Jianjun
;
Yang,Jian
;
Xu,Yong
;
Xie,Jin
;
Lai,Zhihui
; et al.
Favorite
|
TC[WOS]:
17
TC[Scopus]:
20
IF:
7.5
/
7.6
|
Submit date:2021/03/11
Image Decomposition
Low Rank
Matrix Regression
Pattern Classification
Joint sparse matrix regression and nonnegative spectral analysis for two-dimensional unsupervised feature selection
Journal article
Yuan H., Li J., Lai L.L., Tang Y.Y.. Joint sparse matrix regression and nonnegative spectral analysis for two-dimensional unsupervised feature selection[J]. Pattern Recognition, 2019, 89, 119-133.
Authors:
Yuan H.
;
Li J.
;
Lai L.L.
;
Tang Y.Y.
Favorite
|
TC[WOS]:
29
TC[Scopus]:
33
|
Submit date:2019/02/11
Nonnegative Spectral Analysis
Sparse Matrix Regression
Two-dimensional Feature Selection
Unsupervised Learning
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
Nonparametric Bayesian Correlated Group Regression with Applications to Image Classification
Journal article
Luo L., Yang J., Zhang B., Jiang J., Huang H.. Nonparametric Bayesian Correlated Group Regression with Applications to Image Classification[J]. IEEE Transactions on Neural Networks and Learning Systems, 2018, 29(11), 5330-5344.
Authors:
Luo L.
;
Yang J.
;
Zhang B.
;
Jiang J.
;
Huang H.
Favorite
|
TC[WOS]:
12
TC[Scopus]:
16
IF:
10.2
/
10.4
|
Submit date:2019/04/04
Correlated Group Regression
Expectation-maximization (Em)
Robust Image Classification
Scale Mixture Of Matrix Gaussian Distribution
Sparse Bayesian Learning (Sbl)
Weighted sparse coding regularized nonconvex matrix regression for robust face recognition
Journal article
Zhang, Hengmin, Yang, Jian, Xie, Jianchun, Qian, Jianjun, Zhang, Bob. Weighted sparse coding regularized nonconvex matrix regression for robust face recognition[J]. INFORMATION SCIENCES, 2017, 394–395, 1-17.
Authors:
Zhang, Hengmin
;
Yang, Jian
;
Xie, Jianchun
;
Qian, Jianjun
;
Zhang, Bob
Favorite
|
TC[WOS]:
52
TC[Scopus]:
58
IF:
0
/
0
|
Submit date:2018/10/30
Nonconvex Matrix Regression
Weighted Sparse Coding
Inexact Augmented Lagrange Multiplier Method
Face Recognition