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数学与系统科学研究院 [5]
清华大学 [4]
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北京大学 [3]
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期刊论文 [28]
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A Transformer-Based Deep Learning Model for Successful Predictions of the 2021 Second-Year La Nina Condition
期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2023, 卷号: 50, 期号: 12, 页码: 10
作者:
Gao, Chuan
;
Zhou, Lu
;
Zhang, Rong-Hua
收藏
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浏览/下载:1/0
  |  
提交时间:2023/11/30
the 2021 second-year cooling condition
a transformer-based deep learning model
3D multivariate prediction
subsurface thermal effect
comparison with dynamical models
Model averaging for interval-valued data
期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2022, 卷号: 301, 期号: 2, 页码: 772-784
作者:
Sun, Yuying
;
Zhang, Xinyu
;
Wan, Alan T. K.
;
Wang, Shouyang
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浏览/下载:10/0
  |  
提交时间:2023/02/07
Forecasting
Asymptotic optimality
Interval-valued time series
Model averaging
Vector autoregression
Foreign Trade Survey Data: Do They Help in Forecasting Exports and Imports?
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2022, 页码: 24
作者:
Bai Yun
;
Wang Shouyang
;
Zhang Xun
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  |  
浏览/下载:5/0
  |  
提交时间:2023/02/07
ARIMAX
artificial neural network
composite index
forecasting
foreign trade
Granger causality test
survey data
Geospatial constrained optimization to simulate and predict spatiotemporal trends of air pollutants
期刊论文
SPATIAL STATISTICS, 2021, 卷号: 45, 页码: 28
作者:
Li, Lianfa
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浏览/下载:40/0
  |  
提交时间:2021/11/05
Constrained optimization
Domain knowledge
Spatiotemporal patterns
Air pollutant
Prediction
Uncertainty
A New Two-Stage Approach with Boosting and Model Averaging for Interval-Valued Crude Oil Prices Forecasting in Uncertainty Environments
期刊论文
FRONTIERS IN ENERGY RESEARCH, 2021, 卷号: 9, 页码: 11
作者:
Huang, Bai
;
Sun, Yuying
;
Wang, Shouyang
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浏览/下载:10/0
  |  
提交时间:2022/04/02
crude oil prices forecasting
forecast combination
interval-valued time series
model averaging
vector L2-boosting
Forecasting crude oil price intervals and return volatility via autoregressive conditional interval models
期刊论文
ECONOMETRIC REVIEWS, 2021, 卷号: 40, 期号: 6, 页码: 584-606
作者:
He, Yanan
;
Han, Ai
;
Hong, Yongmiao
;
Sun, Yuying
;
Wang, Shouyang
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  |  
浏览/下载:54/0
  |  
提交时间:2021/10/26
ACI model
interval-valued crude oil prices
range
trading strategy
volatility forecast
Optimal water resources operation for rivers-connected lake under uncertainty
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 595, 页码: 10
作者:
Liu, Bojun
;
Wang, Yu
;
Xia, Jun
;
Quan, Jin
;
Wang, Junzhi
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浏览/下载:48/0
  |  
提交时间:2021/07/09
Operation uncertainty
Uncertainty quantification
Lake water
Operation modelling
Rivers-connected lake
A decomposition-ensemble approach for tourism forecasting
期刊论文
ANNALS OF TOURISM RESEARCH, 2020, 卷号: 81, 页码: 16
作者:
Xie, Gang
;
Qian, Yatong
;
Wang, Shouyang
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浏览/下载:23/0
  |  
提交时间:2020/06/30
Tourism demand
Complete ensemble empirical mode decomposition with adaptive noise
Data characteristic analysis
Time series forecasting
Uncertainty analysis and ensemble bias-correction method for predicting nitrate leaching in tea garden soils
期刊论文
AGRICULTURAL WATER MANAGEMENT, 2020, 卷号: 237
作者:
Liao, Kaihua
;
Lai, Xiaoming
;
Zhou, Zhiwen
;
Liu, Ya
;
Zhu, Qing
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  |  
浏览/下载:4/0
  |  
提交时间:2021/11/15
Augment BeiDou real-time precise point positioning using ECMWF data
期刊论文
EARTH PLANETS AND SPACE, 2018, 卷号: 70
作者:
Zhu, Kemin
;
Zhao, Lei
;
Wang, Wei
;
Zhang, Shoujian
;
Liu, Renli
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
Precise point positioning (PPP)
BeiDou
Real-time
Tropospheric delay
European Centre of Medium-Range Weather Forecasts (ECMWF)
Convergence time
Positioning accuracy
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