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Sea Surface Temperature and Marine Heat Wave Predictions in the South China Sea: A 3D U-Net Deep Learning Model Integrating Multi-Source Data
期刊论文
ATMOSPHERE, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:
Xie, Bowen
;
Qi, Jifeng
;
Yang, Shuguo
;
Sun, Guimin
;
Feng, Zhongkun
收藏
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浏览/下载:1/0
  |  
提交时间:2024/04/07
sea surface temperature
deep learning
3D U-Net model
marine heat waves
South China Sea
multi-source data
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
作者:
Zhang, Yifei
;
Wang, Jue
;
Yu, Lean
;
Wang, Shouyang
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/02/07
Forecast combination
Elastic net
Extreme bias
Weight-sparsity
Artificial bee colony algorithm
Artificial bee colony-based combination approach to forecasting agricultural commodity prices
期刊论文
INTERNATIONAL JOURNAL OF FORECASTING, 2022, 卷号: 38, 期号: 1, 页码: 21-34
作者:
Wang, Jue
;
Wang, Zhen
;
Li, Xiang
;
Zhou, Hao
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  |  
浏览/下载:18/0
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提交时间:2022/04/02
Agricultural commodity price
Forecast combination
Semi-heterogeneous combination
Artificial bee colony algorithm
Denoising technique
Forecasting Tourism Demand With a New Time-Varying Forecast Averaging Approach
期刊论文
JOURNAL OF TRAVEL RESEARCH, 2021, 页码: 19
作者:
Sun, Yuying
;
Zhang, Jian
;
Li, Xin
;
Wang, Shouyang
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  |  
浏览/下载:12/0
  |  
提交时间:2022/04/02
forecast combination
nonparametric estimation
structural changes
tourism demand
time-varying jackknife model averaging
Wind speed interval prediction model based on variational mode decomposition and multi-objective optimization
期刊论文
APPLIED SOFT COMPUTING, 2021, 卷号: 113, 页码: 15
作者:
Wang, Jianzhou
;
Cheng, Zishu
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  |  
浏览/下载:12/0
  |  
提交时间:2022/04/29
Interval prediction
Multi-objective optimization algorithm
Wind speed
Combined models
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
Time-varying model averaging?
期刊论文
JOURNAL OF ECONOMETRICS, 2021, 卷号: 222, 期号: 2, 页码: 974-992
作者:
Sun, Yuying
;
Hong, Yongmiao
;
Lee, Tae-Hwy
;
Wang, Shouyang
;
Zhang, Xinyu
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  |  
浏览/下载:47/0
  |  
提交时间:2021/06/01
Asymptotic optimality
Forecast combination
Local stationarity
Model averaging
Structural change
Time-varying model averaging
Combination of Satellite Observations and Machine Learning Method for Internal Wave Forecast in the Sulu and Celebes Seas
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 卷号: 59, 期号: 4, 页码: 2822-2832
作者:
Zhang, Xudong
;
Li, Xiaofeng
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  |  
浏览/下载:21/0
  |  
提交时间:2021/06/24
Oceans
Predictive models
Satellite broadcasting
MODIS
Satellites
Machine learning
Spatial resolution
Celebes sea
internal wave (IW)
machine learning
Sulu sea
A review of drought monitoring with big data: Issues, methods, challenges and research directions
期刊论文
ECOLOGICAL INFORMATICS, 2020, 卷号: 60, 页码: 17
作者:
Balti, Hanen
;
Ben Abbes, Ali
;
Mellouli, Nedra
;
Farah, Imed Riadh
;
Sang, Yanfang
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/03/16
Drought monitoring
Artificial intelligence
Big data
Machine learning
Statistical approach
Remote sensing
A multi-granularity heterogeneous combination approach to crude oil price forecasting
期刊论文
ENERGY ECONOMICS, 2020, 卷号: 91, 页码: 9
作者:
Wang, Jue
;
Zhou, Hao
;
Hong, Tao
;
Li, Xiang
;
Wang, Shouyang
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2021/01/14
Crude oil Price
Forecast combination
Feature selection
Multi-granularity
Artificial bee colony
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