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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  
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]:0 TC[Scopus]:0  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  
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 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  
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  
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[Scopus]:1 | Submit date:2024/09/03
Gru  K-means Clustering  Lstm  Offshore Wind Power  Offshore Wind Power Forecasting  Prediction Accuracy  Prediction Models  
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]:4 TC[Scopus]:2  IF:4.8/6.2 | Submit date:2023/08/03
Analysts’ Forecasting  Collectivism  Herding  Individualism  National Culture  
Adversarial false data injection attacks on deep learning-based short-term wind speed forecasting Journal article
Yang, Lei, Liang, Gaoshen, Yang, Yanrong, Ruan, Jiaqi, Yu, Peipei, Yang, Chao. Adversarial false data injection attacks on deep learning-based short-term wind speed forecasting[J]. IET Renewable Power Generation, 2024, 18(7), 1370-1379.
Authors:  Yang, Lei;  Liang, Gaoshen;  Yang, Yanrong;  Ruan, Jiaqi;  Yu, Peipei; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:2.6/2.8 | Submit date:2024/02/22
Adversarial False Data Injection Attack  Cyber Threat  Deep Learning  Renewable Energy  Resilience  Wind Speed Forecasting  
A Deep Learning Approach Based on Novel Multi-Feature Fusion for Power Load Prediction Journal article
Xiao, Ling, An, Ruofan, Zhang, Xue. A Deep Learning Approach Based on Novel Multi-Feature Fusion for Power Load Prediction[J]. Processes, 2024, 12(4), 793.
Authors:  Xiao, Ling;  An, Ruofan;  Zhang, Xue
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.8/3.0 | Submit date:2024/05/16
Deep Learning Model  Multiple Features  Power Load Forecasting  Transfer Learning