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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
  |  
浏览/下载:6/0
  |  
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
How to capture tourists' search behavior in tourism forecasts? A two-stage feature selection approach
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 213, 页码: 9
作者:
Sun, Shaolong
;
Hu, Mengyuan
;
Wang, Shouyang
;
Zhang, Chengyuan
收藏
  |  
浏览/下载:280/0
  |  
提交时间:2023/02/07
Tourism demand forecasting
Search engine data
Two -stage feature selection
Genetic algorithm
Kernel extreme learning machine
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
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  |  
浏览/下载:13/0
  |  
提交时间:2023/02/07
Forecast combination
Elastic net
Extreme bias
Weight-sparsity
Artificial bee colony algorithm
A stacking-based short-term wind power forecasting method by CBLSTM and ensemble learning
期刊论文
Journal of Renewable and Sustainable Energy, 2022, 卷号: 14, 期号: 4
作者:
Wang, Nier
;
Li, Zhanming
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  |  
浏览/下载:30/0
  |  
提交时间:2022/09/22
Data handling
Decision trees
Electric load dispatching
Machine learning
Weather forecasting
Wind farm
Ensemble learning
Forecasting methods
Large amounts
Multi-model combination
Processing capacities
Short-term wind power forecasting
Stacking framework
Stackings
Times series
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
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/04/02
Agricultural commodity price
Forecast combination
Semi-heterogeneous combination
Artificial bee colony algorithm
Denoising technique
Depth-dependent drivers of soil microbial necromass carbon across Tibetan alpine grasslands
期刊论文
GLOBAL CHANGE BIOLOGY, 2022, 卷号: 28, 期号: 3, 页码: 936-949
作者:
He, Mei
;
Fang, Kai
;
Chen, Leiyi
;
Feng, Xuehui
;
Qin, Shuqi
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/03/07
carbon cycle
carbon-climate feedback
deep soil
microbial residue
mineral protection
plant carbon input
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
收藏
  |  
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
A combined traffic flow forecasting model based on graph convolutional network and attention mechanism
期刊论文
INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2021, 卷号: 32, 期号: 12
作者:
Zhang, Hong
;
Chen, Linlong
;
Cao, Jie
;
Zhang, Xijun
;
Kan, Sunan
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/03/01
Traffic flow forecasting
deep learning
attention mechanism
graph convolutional network
spatiotemporal characteristics
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
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/04/02
crude oil prices forecasting
forecast combination
interval-valued time series
model averaging
vector L2-boosting
Spatial and Temporal Solutions of Vertical Displacement of Ground Surface Caused by Freezing Tunnel Construction Under Different Frost Heave Modes
期刊论文
Zhongguo Gonglu Xuebao/China Journal of Highway and Transport, 2021, 卷号: 34, 期号: 5, 页码: 144-155
作者:
Dong, Jian-Hua
;
Wu, Xiao-Lei
;
Shi, Li-Jun
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/02/17
Forecasting
Freezing
Frozen soils
Heat conduction
MATLAB
Displacement distribution
Frozen wall thickness
Heat conduction theory
Interaction mechanisms
Superposition principle
Theoretical modeling
Theoretical solutions
Vertical displacements
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