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Fusion of sparse non-co-located measurements from multiple sources for geotechnical site investigation Journal article
Guan, Zheng, Wang, Yu, Phoon, Kok Kwang. Fusion of sparse non-co-located measurements from multiple sources for geotechnical site investigation[J]. Canadian Geotechnical Journal, 2024, 61(8), 1574-1592.
Authors:  Guan, Zheng;  Wang, Yu;  Phoon, Kok Kwang
Favorite | TC[WOS]:4 TC[Scopus]:3  IF:3.0/3.9 | Submit date：2024/09/03
Compressive Sampling  Data Fusion  Geotechnical Site Characterization  Joint Representation  Sparse Data  
Robust Multimodal Sentiment Analysis via Tag Encoding of Uncertain Missing Modalities Journal article
Jiandian Zeng, Jiantao Zhou, Tianyi Liu. Robust Multimodal Sentiment Analysis via Tag Encoding of Uncertain Missing Modalities[J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 25, 6301-6314.
Authors:  Jiandian Zeng;  Jiantao Zhou;  Tianyi Liu
Favorite | TC[WOS]:7 TC[Scopus]:6  IF:8.4/8.0 | Submit date：2022/09/14
Multimodal Sentiment Analysis  Missing Modality  Joint Representation  
Data-driven simulation of two-dimensional cross-correlated random fields from limited measurements using joint sparse representation Journal article
Guan,Zheng, Wang,Yu. Data-driven simulation of two-dimensional cross-correlated random fields from limited measurements using joint sparse representation[J]. Reliability Engineering and System Safety, 2023, 238, 109408.
Authors:  Guan,Zheng;  Wang,Yu
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:9.4/8.1 | Submit date：2023/08/03
Compressive Sampling  Cross-correlation  Joint Representation  Random Fields  Sparse Measurements  
Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities Conference paper
Jiandian Zeng, Tianyi Liu, Jiantao Zhou. Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities[C]. Enrique Amigo, Pablo Castells, Julio Gonzalo, New York, United States:Association for Computing Machinery, 2022, 1545-1554.
Authors:  Jiandian Zeng;  Tianyi Liu;  Jiantao Zhou
Adobe PDF | Favorite | TC[WOS]:16 TC[Scopus]:28 | Submit date：2022/07/07
Multimodal Sentiment Analysis  Missing Modality  Joint Representation  
LOW-RANK REGULARIZED JOINT SPARSITY FOR IMAGE DENOISING Conference paper
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu. LOW-RANK REGULARIZED JOINT SPARSITY FOR IMAGE DENOISING[C]:IEEE, 2021, 1644-1648.
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiantao Zhou;  Ce Zhu
Favorite | TC[WOS]:1 TC[Scopus]:2 | Submit date：2022/05/13
Image Denoising  Nonlocal Sparse Representation  Low-rank Regularized Joint Sparsity  Alternating Minimization  Adaptive Parameter  
Jointly learning multi-instance hand-based biometric descriptor Journal article
Fei, Lunke, Zhang, Bob, Tian, Chunwei, Teng, Shaohua, Wen, Jie. Jointly learning multi-instance hand-based biometric descriptor[J]. Information Sciences, 2021, 562, 1-12.
Authors:  Fei, Lunke;  Zhang, Bob;  Tian, Chunwei;  Teng, Shaohua;  Wen, Jie
Favorite | TC[WOS]:20 TC[Scopus]:23  IF:0/0 | Submit date：2021/12/08
Compact Feature Representation  Joint Feature Learning  Multi-instance Biometric Recognition  Multibiometrics  
Robust joint representation with triple local feature for face recognition with single sample per person Journal article
Wang,Xing, Zhang,Bob, Yang,Meng, Ke,Kangyin, Zheng,Weishi. Robust joint representation with triple local feature for face recognition with single sample per person[J]. Knowledge-Based Systems, 2019, 181.
Authors:  Wang,Xing;  Zhang,Bob;  Yang,Meng;  Ke,Kangyin;  Zheng,Weishi
Favorite | TC[WOS]:15 TC[Scopus]:15  IF:7.2/7.4 | Submit date：2021/03/11
Face Recognition  Robust Joint Representation  Single Sample Per Person  Triple Local Feature  
Maximum Likelihood Estimation-Based Joint Sparse Representation for the Classification of Hyperspectral Remote Sensing Images Journal article
Peng, Jiangtao, Li, Luoqing, Tang, Yuan Yan. Maximum Likelihood Estimation-Based Joint Sparse Representation for the Classification of Hyperspectral Remote Sensing Images[J]. IEEE Transactions on Neural Networks and Learning Systems, 2019, 30(6), 1790-1802.
Authors:  Peng, Jiangtao;  Li, Luoqing;  Tang, Yuan Yan
Favorite | TC[WOS]:144 TC[Scopus]:155  IF:10.2/10.4 | Submit date：2022/05/17
Classification  Hyperspectral Image (Hsi)  Inhomogeneous Pixels  Joint Sparse Representation (Jsr)  Maximum Likelihood Estimation (Mle)  
Joint Patch-Group Based Sparse Representation for Image Inpainting Conference paper
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu. Joint Patch-Group Based Sparse Representation for Image Inpainting[C], 2018, 145-160.
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Ce Zhu
Adobe PDF | Favorite |  | Submit date：2019/04/17
Sparse Representation  Joint Patch-group Based Sparse Representation  Nonlocal Self-similarity  Image Inpainting  Admm  
Joint similar and specific learning for diabetes mellitus and impaired glucose regulation detection Journal article
Li, Jinxing, Zhang, David, Li, Yongcheng, Wu, Jian, Zhang, Bob. Joint similar and specific learning for diabetes mellitus and impaired glucose regulation detection[J]. INFORMATION SCIENCES, 2017, 384, 191-204.
Authors:  Li, Jinxing;  Zhang, David;  Li, Yongcheng;  Wu, Jian;  Zhang, Bob
Favorite | TC[WOS]:34 TC[Scopus]:40  IF:0/0 | Submit date：2018/10/30
Diabetes Mellitus (Dm)  Impaired Glucose Regulation (Igr)  Joint Representation  Tongue Image  Facial Image  Sublingual Image