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Dynamic Focusing Network for Semisupervised Mechanical Fault Diagnosis of Rotating Machinery Journal article
Chen, Hao, Wang, Xian Bo, Li, Jia ming, Yang, Zhi Xin. Dynamic Focusing Network for Semisupervised Mechanical Fault Diagnosis of Rotating Machinery[J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024.
Authors:  Chen, Hao;  Wang, Xian Bo;  Li, Jia ming;  Yang, Zhi Xin
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:11.7/11.4 | Submit date:2024/07/04
Attention Mechanism  Deep Learning  Fault Diagnosis  Fault Diagnosis  Feature Extraction  Informatics  Machinery  Mutual Information (Mi)  Rotating Machinery  Uncertainty  Vectors  Vibrations  
Improving Bert Fine-Tuning via Stabilizing Cross-Layer Mutual Information Conference paper
Li, Jicun, Li, Xingjian, Wang, Tianyang, Wang, Shi, Cao, Yanan, Xu, Chengzhong, Dou, Dejing. Improving Bert Fine-Tuning via Stabilizing Cross-Layer Mutual Information[C]:Institute of Electrical and Electronics Engineers Inc., 2023.
Authors:  Li, Jicun;  Li, Xingjian;  Wang, Tianyang;  Wang, Shi;  Cao, Yanan; et al.
Favorite | TC[Scopus]:1 | Submit date:2024/02/22
Fine-tuning Stability  Mutual Information  Pre-trained Language Model  
Fast Robust Capsule Network With Dynamic Pruning and Multiscale Mutual Information Maximization for Compound-Fault Diagnosis Journal article
Chen, Hao, Wang, Xian bo, Yang, Zhi Xin. Fast Robust Capsule Network With Dynamic Pruning and Multiscale Mutual Information Maximization for Compound-Fault Diagnosis[J]. IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2023, 28(2), 838-847.
Authors:  Chen, Hao;  Wang, Xian bo;  Yang, Zhi Xin
Favorite | TC[WOS]:10 TC[Scopus]:13  IF:6.1/6.2 | Submit date:2023/01/30
Capsule Network  Deep Learning  Fault Diagnosis  Mutual Information  Rotating Machinery  
Relevance-based label distribution feature selection via convex optimization Journal article
Qian, Wenbin, Ye, Qianzhi, Li, Yihui, Huang, Jintao, Dai, Shiming. Relevance-based label distribution feature selection via convex optimization[J]. Information Sciences, 2022, 607, 322-345.
Authors:  Qian, Wenbin;  Ye, Qianzhi;  Li, Yihui;  Huang, Jintao;  Dai, Shiming
Favorite | TC[WOS]:9 TC[Scopus]:9  IF:0/0 | Submit date:2022/08/02
Convex Optimization  Feature Relevance  Feature Selection  Label Correlation  Label Distribution  Mutual Information  
Improving deep learning on point cloud by maximizing mutual information across layers Journal article
Wang, Di, Tang, Lulu, Wang, Xu, Luo, Luqing, Yang, Zhi Xin. Improving deep learning on point cloud by maximizing mutual information across layers[J]. Pattern Recognition, 2022, 131, 108892.
Authors:  Wang, Di;  Tang, Lulu;  Wang, Xu;  Luo, Luqing;  Yang, Zhi Xin
Favorite | TC[WOS]:8 TC[Scopus]:10  IF:7.5/7.6 | Submit date:2022/08/02
Deep Learning  3d Vision  Point Clouds  Mutual Information  
Mutual Information Maximization based Similarity Operation for 3D Point Cloud Completion Network Journal article
Wang, D., Tang, L., Zhu, L., Yang, Z. X.. Mutual Information Maximization based Similarity Operation for 3D Point Cloud Completion Network[J]. IEEE Signal Processing Letters, 2022, 29, 1217 - 1221.
Authors:  Wang, D.;  Tang, L.;  Zhu, L.;  Yang, Z. X.
Favorite | TC[WOS]:4 TC[Scopus]:6  IF:3.2/3.4 | Submit date:2022/08/31
Point Cloud Completion  Deep Learning  Mutual Information Maximization  Local-to-global Reasoning  
Implicit and Explicit Feature Purification for Age-Invariant Facial Representation Learning Journal article
Xie, Jiu Cheng, Pun, Chi Man, Lam, Kin Man. Implicit and Explicit Feature Purification for Age-Invariant Facial Representation Learning[J]. IEEE Transactions on Information Forensics and Security, 2022, 17, 399-412.
Authors:  Xie, Jiu Cheng;  Pun, Chi Man;  Lam, Kin Man
Favorite | TC[WOS]:7 TC[Scopus]:12  IF:6.3/7.3 | Submit date:2022/05/17
Age-invariant Face Recognition  Feature Decomposition  Mutual Information  Low-rank Solution  
InfoPCT: Mutual Information Maximization based Point Cloud Transformer Conference paper
Wang, Di, Yang, Zhixin. InfoPCT: Mutual Information Maximization based Point Cloud Transformer[C], 2022, 17-21.
Authors:  Wang, Di;  Yang, Zhixin
Favorite | TC[Scopus]:2 | Submit date:2022/08/05
3d Computer Vision  Deep Learning  Mutual Information Maximization  Point Cloud Transformer  
Training Optimization for Subarray-Based IRS-Assisted MIMO Communications Journal article
Dai, Hui, Zhang, Zhongshan, Gong, Shiqi, Xing, Chengwen, An, Jianping. Training Optimization for Subarray-Based IRS-Assisted MIMO Communications[J]. IEEE Internet of Things Journal, 2021, 9(4), 2890-2905.
Authors:  Dai, Hui;  Zhang, Zhongshan;  Gong, Shiqi;  Xing, Chengwen;  An, Jianping
Favorite | TC[WOS]:13 TC[Scopus]:14  IF:8.2/9.0 | Submit date:2022/03/04
Channel Estimation  Intelligent Reflecting Surface (Irs)  Mean-square Error (Mse)  Minimization Or Mutual infOrmation (Mui)  Training Optimization  
Attribute reduction based on multi-objective decomposition-ensemble optimizer with rough set and entropy Conference paper
Jie Yang, Simon Fong, Tengyue Li. Attribute reduction based on multi-objective decomposition-ensemble optimizer with rough set and entropy[C]:IEEE, 2019, 673-680.
Authors:  Jie Yang;  Simon Fong;  Tengyue Li
Favorite | TC[Scopus]:6 | Submit date:2021/03/09
Attribute Reduction  Multi-objective Optimization  Rough Set  Mutual Information