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Multi-step ahead tourism demand forecasting: The perspective of the learning using privileged information paradigm 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 210, 页码: 12
Authors:  Sun, Shaolong;  Li, Mingchen;  Wang, Shouyang;  Zhang, Chengyuan
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Tourism demand  Multi -step ahead forecasting  Privileged information  Machine learning  Kernel random vector functional link network  
Unweighted estimation based on optimal sample under measurement constraints 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2022, 页码: 19
Authors:  Wang, Jing;  Wang, HaiYing;  Xiong, Shifeng
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Generalized linear models  massive data  martingale central limit theorem  
VPNets: Volume-preserving neural networks for learning source-free dynamics 期刊论文
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2022, 卷号: 416, 页码: 12
Authors:  Zhu, Aiqing;  Zhu, Beibei;  Zhang, Jiawei;  Tang, Yifa;  Liu, Jian
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Deep learning  Neural networks  Discovery of dynamics  Source-free dynamics  Volume-preserving  
Dynamic Evolution Modeling of a Lake-Terminating Glacier in the Western Himalayas Using a Two-Dimensional Higher-Order Flowline Model 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 24, 页码: 17
Authors:  Yan, Zhan;  Zhang, Tong;  Wang, Yuzhe;  Leng, Wei;  Ding, Minghu;  Zhang, Dongqi;  Xiao, Cunde
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Jiemayangzong Glacier  ice flow model  inversion model  climate change  Himalayan glaciers  
Frequentist model averaging under inequality constraints 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 221, 页码: 100-113
Authors:  Zhu, Rong;  Zhang, Xinyu;  Wand, Alan T. K.;  Zou, Guohua
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Cross validation  Inequality constraints  Model averaging  Order-restricted information criterion  
Multi-scale analysis-driven tourism forecasting: insights from the peri-COVID-19 期刊论文
CURRENT ISSUES IN TOURISM, 2022, 页码: 24
Authors:  Li, Mingchen;  Zhang, Chengyuan;  Wang, Shouyang;  Sun, Shaolong
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Tourism demand forecasting  divide and conquer  Facebook prophet  deep learning  peri-COVID-19 era  
A novel deep learning approach for tourism volume forecasting with tourist search data 期刊论文
INTERNATIONAL JOURNAL OF TOURISM RESEARCH, 2022, 页码: 15
Authors:  Li, Mingchen;  Zhang, Chengyuan;  Sun, Shaolong;  Wang, Shouyang
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bi-directional gated recurrent unit  search engine data  stacked autoencoders  tourism volume forecasting  
An extreme bias-penalized forecast combination approach to commodity price forecasting 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 615, 页码: 774-793
Authors:  Zhang, Yifei;  Wang, Jue;  Yu, Lean;  Wang, Shouyang
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Forecast combination  Elastic net  Extreme bias  Weight-sparsity  Artificial bee colony algorithm  
Gravitational waveform of moving source with high speed 期刊论文
CLASSICAL AND QUANTUM GRAVITY, 2022, 卷号: 39, 期号: 19, 页码: 20
Authors:  He, Xiaokai;  Liu, Xiaolin;  Cao, Zhoujian
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gravitational wave  moving source  waveform model  
Frequentist model averaging for undirected Gaussian graphical models 期刊论文
BIOMETRICS, 2022, 页码: 13
Authors:  Liu, Huihang;  Zhang, Xinyu
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graphical model  KL divergence  model averaging  model uncertainty  precision matrix