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Estimating time-varying networks for high-dimensional time series Journal article
JIA CHEN, Degui Li, Yu-Ning Li, Oliver Linton. Estimating time-varying networks for high-dimensional time series[J]. Journal of Econometrics, 2025, 105941.
Authors:  JIA CHEN;  Degui Li;  Yu-Ning Li;  Oliver Linton
Favorite | TC[Scopus]:1  IF:9.9/6.7 | Submit date：2025/01/10
Factor Model  Granger Causality  Partial Correlation  Time-varying Network  Var  
Efficient non-probabilistic parallel model updating based on analytical correlation propagation formula and derivative-aware deep neural network metamodel Journal article
Mo, Jiang, Yan, Wang Ji, Yuen, Ka Veng, Beer, Michael. Efficient non-probabilistic parallel model updating based on analytical correlation propagation formula and derivative-aware deep neural network metamodel[J]. Computer Methods in Applied Mechanics and Engineering, 2025, 433, 117490.
Authors:  Mo, Jiang;  Yan, Wang Ji;  Yuen, Ka Veng;  Beer, Michael
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.9/6.7 | Submit date：2025/01/22
Model Updating  Non-probabilistic Uncertainty  Correlation Propagation  Neural Network  Derivative-aware Metamodel  Block Coordinate Descent  
Spatio-temporal attention based collaborative local–global learning for traffic flow prediction Journal article
Chi, Haiyang, Lu, Yuhuan, Xie, Can, Ke, Wei, Chen, Bidong. Spatio-temporal attention based collaborative local–global learning for traffic flow prediction[J]. Engineering Applications of Artificial Intelligence, 2025, 139, 109575.
Authors:  Chi, Haiyang;  Lu, Yuhuan;  Xie, Can;  Ke, Wei;  Chen, Bidong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.4 | Submit date：2025/01/22
Traffic Flow Prediction  Spatio-temporal Correlation  Local–global Spatio-temporal Feature  Graph Convolutional Network  Spatio-temporal Attention  
Graph theory analysis of a human body metabolic network: A systematic and organ-specific study Journal article
Ruan, Jingxuan, Wu, Yaping, Wang, Haiyan, Huang, Zhenxing, Liu, Ziwei, Yang, Xinlang, Yang, Yongfeng, Zheng, Hairong, Liang, Dong, Wang, Meiyun, Hu, Zhanli. Graph theory analysis of a human body metabolic network: A systematic and organ-specific study[J]. Medical Physics, 2024.
Authors:  Ruan, Jingxuan;  Wu, Yaping;  Wang, Haiyan;  Huang, Zhenxing;  Liu, Ziwei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.2/3.9 | Submit date：2024/12/26
Graph Theory  Lung Cancer  Metabolic Correlation Network  Pet Imaging  
Learning Cross-View Geo-Localization Embeddings via Dynamic Weighted Decorrelation Regularization Journal article
Wang, Tingyu, Zheng, Zhedong, Zhu, Zunjie, Sun, Yaoqi, Yan, Chenggang, Yang, Yi. Learning Cross-View Geo-Localization Embeddings via Dynamic Weighted Decorrelation Regularization[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, 5647112.
Authors:  Wang, Tingyu;  Zheng, Zhedong;  Zhu, Zunjie;  Sun, Yaoqi;  Yan, Chenggang; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.5/7.6 | Submit date：2024/12/05
Decorrelation  Deep Learning  Geo-localization  Image Retrieval  The Cross-correlation Coefficient Matrix  
An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation Journal article
Du,Jie, Zhang,Xiaoci, Liu,Peng, Vong,Chi Man, Wang,Tianfu. An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 15372-15386.
Authors:  Du,Jie;  Zhang,Xiaoci;  Liu,Peng;  Vong,Chi Man;  Wang,Tianfu
Favorite | TC[WOS]:5 TC[Scopus]:9  IF:10.2/10.4 | Submit date：2023/08/03
Class-imbalance Learning (Cil)  Correlation  Deep Metric Learning (Dml)  Diverse And Discriminant Feature  Face Recognition  Feature Extraction  Learning Systems  Loss Function With Adaptive Weights  Semantic Correlations Between Classes  Semantics  Task Analysis  Ultrasonic Imaging  
Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation Journal article
Lai,Qi, Vong,Chi Man, Zhou,Jianhang, Zhou,Yimin, Chen,C. L.P.. Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 15415-15426.
Authors:  Lai,Qi;  Vong,Chi Man;  Zhou,Jianhang;  Zhou,Yimin;  Chen,C. L.P.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:10.2/10.4 | Submit date：2023/08/03
Broad Learning System (Bls)  Correlation  Deep Learning  Diverse Correlations  Electronic Mail  Graph Convolutional Network (Gcn)  Learning Systems  Multiview Multi-instance Multilabel Learning (M3l)  Object Recognition  Task Analysis  Training  Viewwise Intercorrelation  
A Two-Phase Scheme by Integration of Deep and Corner Feature for Balanced Copy-Move Forgery Localization Journal article
Liu, Tong, Yuan, Xiaochen, Xie, Zhiyao, Zhao, Kaiqi, Huang, Guoheng, Pun, Chi Man. A Two-Phase Scheme by Integration of Deep and Corner Feature for Balanced Copy-Move Forgery Localization[J]. IEEE Transactions on Industrial Informatics, 2024.
Authors:  Liu, Tong;  Yuan, Xiaochen;  Xie, Zhiyao;  Zhao, Kaiqi;  Huang, Guoheng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:11.7/11.4 | Submit date：2024/12/05
Balanced Copy-move Forgery Detection (Cmfd)  Corner Points Matching  Correlation-based Network  Two-phase Scheme For Forgery Localization  
Tensor Learning Meets Dynamic Anchor Learning: From Complete to Incomplete Multiview Clustering Journal article
Chen,Yongyong, Zhao,Xiaojia, Zhang,Zheng, Liu,Youfa, Su,Jingyong, Zhou,Yicong. Tensor Learning Meets Dynamic Anchor Learning: From Complete to Incomplete Multiview Clustering[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 15332-15345.
Authors:  Chen,Yongyong;  Zhao,Xiaojia;  Zhang,Zheng;  Liu,Youfa;  Su,Jingyong; et al.
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:10.2/10.4 | Submit date：2023/08/03
Bipartite Graph  Bipartite Graph Learning (Bgl)  Correlation  Excavation  Incomplete Multiview Clustering (Imvc)  Kernel  Low-rank Tensor Learning  Multiview Clustering (Mvc)  Optimization  Task Analysis  Tensors  
Analysis and Design of a 21.2-to-25.5-GHz Triple-Coil Transformer-Coupled QVCO Journal article
Zhao, Ya, Fan, Chao, Yin, Jun, Mak, Pui In, Geng, Li. Analysis and Design of a 21.2-to-25.5-GHz Triple-Coil Transformer-Coupled QVCO[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2024, 71(10), 4538-4549.
Authors:  Zhao, Ya;  Fan, Chao;  Yin, Jun;  Mak, Pui In;  Geng, Li
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.2/4.5 | Submit date：2024/11/05
Quadrature Voltage-controlled Oscillator (Qvco)  Phase Noise  Quadrature Phase Accuracy  Triple-coil  Transformer-coupled  Determinate Correlation  Bimodal Ambiguity  Tradeoff  Active Coupling Transistor  Alleviate