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DETECTION AND ESTIMATION OF STRUCTURAL BREAKS IN HIGH-DIMENSIONAL FUNCTIONAL TIME SERIES Journal article
Li, Degui, Li, Runze, Shang, Han Lin. DETECTION AND ESTIMATION OF STRUCTURAL BREAKS IN HIGH-DIMENSIONAL FUNCTIONAL TIME SERIES[J]. Annals of Statistics, 2024, 52(4), 1716-1740.
Authors:  Li, Degui;  Li, Runze;  Shang, Han Lin
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:3.2/4.8 | Submit date：2024/11/05
Clustering  Cusum  Functional Time Series  Power Enhancement  Structural Breaks  
Enhancing tourism demand forecasting with a transformer-based framework Journal article
Li, Xin, Xu, Yechi, Law, Rob, Wang, Shouyang. Enhancing tourism demand forecasting with a transformer-based framework[J]. Annals of Tourism Research, 2024, 107, 103791.
Authors:  Li, Xin;  Xu, Yechi;  Law, Rob;  Wang, Shouyang
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:10.4/11.2 | Submit date：2024/06/05
Temporal Fusion Transformer  Time Series Decomposition  Tourism Demand Forecasting  Tree-structured Parzen Estimator  
BroadNet: A Novel Broad Learning System Based Series AC Arc Fault Detection Approach with Zero Phase Component Analysis Whitening Transformation Journal article
Duan, Junwei, Zeng, Linghao, Wu, Yajie, Chen, Long, Chen, C. L.P.. BroadNet: A Novel Broad Learning System Based Series AC Arc Fault Detection Approach with Zero Phase Component Analysis Whitening Transformation[J]. IEEE Sensors Journal, 2024, 24(9), 14548-14560.
Authors:  Duan, Junwei;  Zeng, Linghao;  Wu, Yajie;  Chen, Long;  Chen, C. L.P.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:4.3/4.2 | Submit date：2024/05/16
Ac Series Arc  Broad Learning System  Fault Detection  Time And Frequency Analysis  Zca Whitening  
U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis Journal article
Zuo, Qiankun, Li, Ruiheng, Shi, Binghua, Hong, Jin, Zhu, Yanfei, Chen, Xuhang, Wu, Yixian, Guo, Jia. U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis[J]. Frontiers in Computational Neuroscience, 2024, 18, 1387004.
Authors:  Zuo, Qiankun;  Li, Ruiheng;  Shi, Binghua;  Hong, Jin;  Zhu, Yanfei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:2.1/2.9 | Submit date：2024/05/16
Brain Neurological Disease  Central Connectivity Perception  Hierarchical Topological Transformer  Multi-head Attention  Multi-level Temporal-correlated Attention  Time-series Restoration  
Identifying temporal changes in student engagement in social annotation during online collaborative reading Journal article
Chen, Fu, Li, Shan, Lin, Lijia, Huang, Xiaoshan. Identifying temporal changes in student engagement in social annotation during online collaborative reading[J]. Education and Information Technologies, 2024.
Authors:  Chen, Fu;  Li, Shan;  Lin, Lijia;  Huang, Xiaoshan
Favorite | TC[WOS]:3 TC[Scopus]:2  IF:4.8/4.8 | Submit date：2024/05/16
Cognitive Processes  Collaborative Reading  Engagement  Social Annotation  Time-series Clustering  
RespirAnalyzer: an R package for analyzing data from continuous monitoring of respiratory signals Journal article
Zhang, Teng, Dong, Xinzheng, Wang, Dandan, Huang, Chen, Zhang, Xiaohua Douglas. RespirAnalyzer: an R package for analyzing data from continuous monitoring of respiratory signals[J]. Bioinformatics Advances, 2024, 4(1), vbae003.
Authors:  Zhang, Teng;  Dong, Xinzheng;  Wang, Dandan;  Huang, Chen;  Zhang, Xiaohua Douglas
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/05/16
Time-series  Complexity  Dynamics  Multifractality  
Emotion recognition based on multimodal physiological signals using spiking feed-forward neural networks Journal article
Yang, Xudong, Yan, Hongli, Zhang, Anguo, Xu, Pan, Pan, Sio Hang, Vai, Mang I., Gao, Yueming. Emotion recognition based on multimodal physiological signals using spiking feed-forward neural networks[J]. Biomedical Signal Processing and Control, 2024, 91, 105921.
Authors:  Yang, Xudong;  Yan, Hongli;  Zhang, Anguo;  Xu, Pan;  Pan, Sio Hang; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:4.9/4.9 | Submit date：2024/05/16
Emotion Recognition  Feature Extraction  Multimodal Physiological Signals  Spiking Feed-forward Neural Networks  Time Series  Wearable Wristbands  
A Multi-Scale Residual Graph Convolution Network with hierarchical attention for predicting traffic flow in urban mobility Journal article
Ling, Jiahao, Lan, Yuanchun, Huang, Xiaohui, Yang, Xiaofei. A Multi-Scale Residual Graph Convolution Network with hierarchical attention for predicting traffic flow in urban mobility[J]. Complex and Intelligent Systems, 2024, 10(3), 3305-3317.
Authors:  Ling, Jiahao;  Lan, Yuanchun;  Huang, Xiaohui;  Yang, Xiaofei
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:5.0/5.2 | Submit date：2024/05/16
Multivariate Time Series  Periodicity  Spatial–temporal  Traffic Forecasting  
Machine learning-based analysis of volatility quantitative investment strategies for American financial stocks Journal article
Yan, Keyue, Li, Ying. Machine learning-based analysis of volatility quantitative investment strategies for American financial stocks[J]. Quantitative Finance and Economics, 2024, 8(2), 364-386.
Authors:  Yan, Keyue;  Li, Ying
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.2/2.2 | Submit date：2024/07/04
Machine Learning  Quantitative Investment  Time Series  Volatility Prediction  
Keywords on COVID-19 Vaccination: An Application of NLP into Macau Netizens’ Social Media Comments Conference paper
Xi Chen, Vincent X. Wang, Lily LIM, Chu-Ren Huang. Keywords on COVID-19 Vaccination: An Application of NLP into Macau Netizens’ Social Media Comments[C], Singapore:Springer, 2023, 125-134.
Authors:  Xi Chen;  Vincent X. Wang;  Lily LIM;  Chu-Ren Huang
Favorite | TC[Scopus]:0 | Submit date：2023/11/24
Covid-19  Vaccination  Natural Language Processing (Nlp)  Keywords  Time Series Analysis  Social Media  Prospect Theory