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Robust load feature extraction based secondary VMD novel short-term load demand forecasting framework Journal article
Zhang, Miao, Xiao, Guowei, Lu, Jianhang, Liu, Yixuan, Chen, Haotian, Yang, Ningrui. Robust load feature extraction based secondary VMD novel short-term load demand forecasting framework[J]. Electric Power Systems Research, 2025, 239, 111198.
Authors:  Zhang, Miao;  Xiao, Guowei;  Lu, Jianhang;  Liu, Yixuan;  Chen, Haotian; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.3/3.3 | Submit date：2025/01/22
Abnormal Daily Load Forecasting  Informer  Secondary Variational Mode Decomposition  Short-term Load Forecasting  
Dynamic meta-graph convolutional recurrent network for heterogeneous spatiotemporal graph forecasting Journal article
Guo, Xianwei, Yu, Zhiyong, Huang, Fangwan, Chen, Xing, Yang, Dingqi, Wang, Jiangtao. Dynamic meta-graph convolutional recurrent network for heterogeneous spatiotemporal graph forecasting[J]. Neural Networks, 2025, 181, 106805.
Authors:  Guo, Xianwei;  Yu, Zhiyong;  Huang, Fangwan;  Chen, Xing;  Yang, Dingqi; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date：2025/01/22
Dynamic Graph Generation  Heterogeneity  Meta-graph  Spatiotemporal Graph Forecasting  
Informer-based model predictive control framework considering group controlled hydraulic balance model to improve the precision of client heat load control in district heating system Journal article
Guo, Chengke, Zhang, Ji, Yuan, Han, Yuan, Yonggong, Wang, Haifeng, Mei, Ning. Informer-based model predictive control framework considering group controlled hydraulic balance model to improve the precision of client heat load control in district heating system[J]. Applied Energy, 2024, 373, 123951.
Authors:  Guo, Chengke;  Zhang, Ji;  Yuan, Han;  Yuan, Yonggong;  Wang, Haifeng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.1/10.4 | Submit date：2024/08/05
District Heating System  Hydraulic Balance  Intelligent Heating  Load Forecasting  Model Predictive Control  
Multi-level traffic-responsive tilt camera surveillance through predictive correlated online learning Journal article
Li, Tao, Bian, Zilin, Lei, Haozhe, Zuo, Fan, Yang, Ya Ting, Zhu, Quanyan, Li, Zhenning, Ozbay, Kaan. Multi-level traffic-responsive tilt camera surveillance through predictive correlated online learning[J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2024, 167, 104804.
Authors:  Li, Tao;  Bian, Zilin;  Lei, Haozhe;  Zuo, Fan;  Yang, Ya Ting; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.6/9.6 | Submit date：2024/09/03
Real-time Traffic Surveillance  Online Learning Control  Spatial–temporal Forecasting  Traffic State Estimation  Dynamic Route Planning  
A hybrid surrogate model for real-time coastal urban flood prediction: An application to Macao Journal article
Xu, Lishu, Gao, Liang. A hybrid surrogate model for real-time coastal urban flood prediction: An application to Macao[J]. Journal of Hydrology, 2024, 642, 131863.
Authors:  Xu, Lishu;  Gao, Liang
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:5.9/6.4 | Submit date：2024/09/03
Coastal Urban Flooding  Compound Flood Events  Flood Inundation Modelling  Hybrid Surrogate Modelling  Machine Learning  Real-time Flood Forecasting  Urban Drainage  
A Hierarchical RF-XGBoost Model for Short-Cycle Agricultural Product Sales Forecasting Journal article
Li, Jiawen, Lin, Binfan, Wang, Peixian, Chen, Yanmei, Zeng, Xianxian, Liu, Xin, Chen, Rongjun. A Hierarchical RF-XGBoost Model for Short-Cycle Agricultural Product Sales Forecasting[J]. Foods, 2024, 13(18), 2936.
Authors:  Li, Jiawen;  Lin, Binfan;  Wang, Peixian;  Chen, Yanmei;  Zeng, Xianxian; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.7/5.1 | Submit date：2024/10/10
Agricultural Product  Food Waste Reduction  Hierarchical Clustering  Rf-xgboost  Sales Forecasting  
The impact of visual, auditory, textual stimuli on crowdfunding: evidence from tourism projects Journal article
Chen, Yihong, Hu, Tao, Law, Rob. The impact of visual, auditory, textual stimuli on crowdfunding: evidence from tourism projects[J]. Current Issues in Tourism, 2024.
Authors:  Chen, Yihong;  Hu, Tao;  Law, Rob
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.7/6.7 | Submit date：2024/08/05
Computerised Video Content Analysis  Crowdfunding Entrepreneurs  Data Mining  Deep Learning  Forecasting Model  
Comparative Analysis of Offshore Wind Power Prediction Models and Clustering-Based Daily Output Classification Conference paper
Ou, Zhongxi, Lan, Wei, Zhang, Liang, Tong, Zhu, Liu, Dundun, Liu, Zhaoxi. Comparative Analysis of Offshore Wind Power Prediction Models and Clustering-Based Daily Output Classification[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 1482-1487.
Authors:  Ou, Zhongxi;  Lan, Wei;  Zhang, Liang;  Tong, Zhu;  Liu, Dundun; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2 | Submit date：2024/09/03
Gru  K-means Clustering  Lstm  Offshore Wind Power  Offshore Wind Power Forecasting  Prediction Accuracy  Prediction Models  
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]:4 TC[Scopus]:6  IF:10.4/11.2 | Submit date：2024/06/05
Temporal Fusion Transformer  Time Series Decomposition  Tourism Demand Forecasting  Tree-structured Parzen Estimator  
National culture and analysts’ forecasting Journal article
Ying Cao, Rubin Hao, Yong George Yang. National culture and analysts’ forecasting[J]. Review of Accounting Studies, 2024, 29(2), 1147-1191.
Authors:  Ying Cao;  Rubin Hao;  Yong George Yang
Favorite | TC[WOS]:5 TC[Scopus]:3  IF:4.8/6.2 | Submit date：2023/08/03
Analysts’ Forecasting  Collectivism  Herding  Individualism  National Culture