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Multi-task subspace clustering Journal article
Zhong, Guo, Pun, Chi Man. Multi-task subspace clustering[J]. Information Sciences, 2024, 661, 120147.
Authors:  Zhong, Guo;  Pun, Chi Man
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:0/0 | Submit date：2024/04/02
Feature Selection  Local Learning  Multi-task Clustering  Projection  
Global-Local Features Reconstruction Network for FDD Massive MIMO CSI Feedback Journal article
Tan, Yuyang, Tan, Weiqiang, Guo, Jiajia, Shi, Zheng. Global-Local Features Reconstruction Network for FDD Massive MIMO CSI Feedback[J]. IEEE Wireless Communications Letters, 2024, 13(8), 2255-2259.
Authors:  Tan, Yuyang;  Tan, Weiqiang;  Guo, Jiajia;  Shi, Zheng
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.6/4.9 | Submit date：2024/07/04
Csi Feedback  Deep Learning  Global-local Features  Massive Mimo  
A locally unsupervised hybrid learning method for removing environmental effects under different measurement periods Journal article
Mohammad Hassan Daneshvar, Hassan Sarmadi, Ka-Veng Yuen. A locally unsupervised hybrid learning method for removing environmental effects under different measurement periods[J]. MEASUREMENT, 2023, 208, 112465.
Authors:  Mohammad Hassan Daneshvar;  Hassan Sarmadi;  Ka-Veng Yuen
Favorite | TC[WOS]:15 TC[Scopus]:22  IF:5.2/4.8 | Submit date：2023/02/22
Dictionary Learning  Environmental Variability  Hybrid Learning  Local Learning  Structural Health Monitoring  Unsupervised Learning  
Local Orthogonal Moments for Local Features Journal article
Yang,Jianwei, Zeng,Zezhi, Kwong,Timothy, Tang,Yuan Yan, Wang,Yuepeng. Local Orthogonal Moments for Local Features[J]. IEEE Transactions on Image Processing, 2023.
Authors:  Yang,Jianwei;  Zeng,Zezhi;  Kwong,Timothy;  Tang,Yuan Yan;  Wang,Yuepeng
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:10.8/12.1 | Submit date：2023/08/03
local Orthogonal Moment (Lom)  transformed Orthogonal Moment (Tom)  Deep Learning  Feature Extraction  Image Reconstruction  Kernel  Local Feature  Orthogonal Moment  Sensitivity  Task Analysis  Training  Zeros Distribution  
Local Learning-based Multi-task Clustering Journal article
Guo Zhong, Chi-Man Pun. Local Learning-based Multi-task Clustering[J]. KNOWLEDGE-BASED SYSTEMS, 2022, 255, 109798.
Authors:  Guo Zhong;  Chi-Man Pun
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:7.2/7.4 | Submit date：2022/11/18
Adaptive Local Learning  Projection  Unsupervised Feature Selection  Multi-task Clustering  
Wireless Federated Learning with Hybrid Local and Centralized Training: A Latency Minimization Design Journal article
Huang Ning, Dai Minghui, Wu Yuan, Quek Tony Q.S., Shen Xuemin. Wireless Federated Learning with Hybrid Local and Centralized Training: A Latency Minimization Design[J]. IEEE Journal on Selected Topics in Signal Processing, 2022, 17(1), 248-263.
Authors:  Huang Ning;  Dai Minghui;  Wu Yuan;  Quek Tony Q.S.;  Shen Xuemin
Favorite | TC[WOS]:8 TC[Scopus]:11  IF:8.7/8.4 | Submit date：2023/01/30
Federated Learning  Hybrid Local And Centralized Training  Resource Allocation  
CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
Junyang Chen, Zhiguo Gong, Wei Wang, Weiwen Liu, Xiao Dong. CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(8), 3675-3777.
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu;  Xiao Dong
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:10.2/10.4 | Submit date：2021/03/09
Collaborative Representation Learning (Crl)  Global And Local Contexts  Network Embeddings  Network Representation Learning (Nrl)  Topic Modeling  
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  
Local rough set-based feature selection for label distribution learning with incomplete labels Journal article
Qian, Wenbin, Dong, Ping, Wang, Yinglong, Dai, Shiming, Huang, Jintao. Local rough set-based feature selection for label distribution learning with incomplete labels[J]. International Journal of Machine Learning and Cybernetics, 2022, 13(8), 2345-2364.
Authors:  Qian, Wenbin;  Dong, Ping;  Wang, Yinglong;  Dai, Shiming;  Huang, Jintao
Favorite | TC[WOS]:8 TC[Scopus]:9  IF:3.1/3.6 | Submit date：2022/05/17
Feature Selection  Incomplete Labels  Label Distribution Learning  Local Rough Set  Neighborhood Relation  
Hyperspectral Image Classification Via Spectral-Spatial Random Patches Network Journal article
Cheng, Chunbo, Li, Hong, Peng, Jiangtao, Cui, Wenjing, Zhang, Liming. Hyperspectral Image Classification Via Spectral-Spatial Random Patches Network[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14, 4753-4764.
Authors:  Cheng, Chunbo;  Li, Hong;  Peng, Jiangtao;  Cui, Wenjing;  Zhang, Liming
Favorite | TC[WOS]:19 TC[Scopus]:20  IF:4.7/5.0 | Submit date：2022/05/13
Deep Learning  Hyperspectral Image Classification  Local Binary Pattern  Random Patches Network