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Tourism demand forecasting using tourist-generated online review data Journal article
Tourism Management, 2022,Volume: 90
Authors:  Hu, Mingming;  Li, Hengyun;  Song, Haiyan;  Li, Xin;  Law, Rob
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Hong Kong  MIDAS  Online review  Social media data  Tourism demand forecasting  
Novel hybrid extreme learning machine and multi-objective optimization algorithm for air pollution prediction Journal article
Applied Mathematical Modelling, 2022,Volume: 106,Page: 177-198
Authors:  Bai, Lu;  Liu, Zhi;  Wang, Jianzhou
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Data decomposition  Deterministic and interval predictions  Hybrid prediction model  Improved extreme learning machine  Mathematical modelling  Multi-objective optimization approach  
Conformalized temporal convolutional quantile regression networks for wind power interval forecasting Journal article
Energy, 2022,Volume: 248
Authors:  Hu, Jianming;  Luo, Qingxi;  Tang, Jingwei;  Heng, Jiani;  Deng, Yuwen
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Conformalized quantile regression  Temporal convolutional network  Wind power interval prediction  
Wind speed forecasting based on model selection, fuzzy cluster, and multi-objective algorithm and wind energy simulation by Betz's theory Journal article
Expert Systems with Applications, 2022,Volume: 193
Authors:  Zhang, Shenghui;  Wang, Chen;  Liao, Peng;  Xiao, Ling;  Fu, Tonglin
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Betz's theory  Fuzzy c-means cluster  Model selection strategy  Modified multi-objective algorithm  Wind speed forecasting  
Interpretable Temporal Attention Network for COVID-19 forecasting Journal article
Applied Soft Computing, 2022,Volume: 120
Authors:  Zhou, Binggui;  Yang, Guanghua;  Shi, Zheng;  Ma, Shaodan
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Covariate forecasting  COVID-19 forecasting  Degraded Teacher Forcing  Multi-task learning  Neural network  
Design of a Combined System Based on Multi-Objective Optimization for Fine Particulate Matter (PM2.5) Prediction Journal article
Frontiers in Environmental Science, 2022,Volume: 10
Authors:  Bai, Lu;  Li, Hongmin;  Zeng, Bo;  Huang, Xiaojia
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air pollution forecasting  combined forecasting model  data decomposition  fuzzy computation and forecasting  improved extreme learning machine  multi-objective optimization approach  
A Combination Model Based Deep Long Term Model for Tourism Demand Forecasting Conference paper
ACM International Conference Proceeding Series
Authors:  Dong, Yunxuan;  Xiao, Ling
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evolutionary algorithms  long term recurrent neural networks  Macau  Tourism demand forecasting  
LSTM with particle Swam optimization for sales forecasting Journal article
Electronic Commerce Research and Applications, 2022,Volume: 51
Authors:  He, Qi Qiao;  Wu, Cuiyu;  Si, Yain Whar
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E-commerce  Long Short-term Memory  Particle Swam Optimization  Sales Forecasting  Time Series  
Trajectory Forecasting Based on Prior-Aware Directed Graph Convolutional Neural Network Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022
Authors:  Su, Yuchao;  Du, Jie;  Li, Yuanman;  Li, Xia;  Liang, Rongqin;  Hua, Zhongyun;  Zhou, Jiantao
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asymmetric interactions.  Cooperative intelligent transportation systems  directed graph convolutional neural network  Directed graphs  Feature extraction  Forecasting  Generative adversarial networks  Predictive models  Topology  Trajectory  trajectory prediction  
Multi-step Coupled Graph Convolution with Temporal-Attention for Traffic Flow Prediction Journal article
IEEE Access, 2022
Authors:  Huang, Xiaohui;  Ye, Yuming;  Yang, Xiaofei;  Xiong, Liyan
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Convolution  Data mining  Data models  Feature extraction  Graph convolutional network  Mathematical models  Multi-step attention  Predictive models  Roads  Traffic flow prediction