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Short-term load forecasting with an improved dynamic decomposition-reconstruction-ensemble approach
期刊论文
ENERGY, 2023, 卷号: 263, 页码: 16
作者:
Yang, Dongchuan
;
Guo, Ju-e
;
Li, Yanzhao
;
Sun, Shaolong
;
Wang, Shouyang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/02/07
Short -term load forecasting
Time series modeling
Dynamic decomposition-reconstruction tech
nique
Neural networks
A novel two-stage seasonal grey model for residential electricity consumption forecasting
期刊论文
ENERGY, 2022, 卷号: 258, 页码: 18
作者:
Du, Pei
;
Guo, Ju'e
;
Sun, Shaolong
;
Wang, Shouyang
;
Wu, Jing
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/02/07
Electricity consumption forecasting
Grey model
Seasonal factor
Error correction strategy
Air quality forecasting with artificial intelligence techniques: A scientometric and content analysis
期刊论文
ENVIRONMENTAL MODELLING & SOFTWARE, 2022, 卷号: 149, 页码: 17
作者:
Li, Yanzhao
;
Guo, Ju-e
;
Sun, Shaolong
;
Li, Jianing
;
Wang, Shouyang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/06/21
Air quality forecasting
Artificial intelligence
Machine learning
Scientometrics
Content analysis
Seasonal and trend forecasting of tourist arrivals: An adaptive multiscale ensemble learning approach
期刊论文
INTERNATIONAL JOURNAL OF TOURISM RESEARCH, 2022, 页码: 18
作者:
Xing, Guangyuan
;
Sun, Shaolong
;
Bi, Dan
;
Guo, Ju-e
;
Wang, Shouyang
收藏
  |  
浏览/下载:142/0
  |  
提交时间:2022/04/02
ensemble learning
least square support vector regression
seasonality
tourism demand forecasting
variational mode decomposition
An interval decomposition-ensemble approach with data-characteristic-driven reconstruction for short-term load forecasting
期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 16
作者:
Yang, Dongchuan
;
Guo, Ju-E
;
Sun, Shaolong
;
Han, Jing
;
Wang, Shouyang
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/04/02
Short-term load forecasting
Bivariate empirical mode decomposition
Decomposition-ensemble approach
Reconstruction
Bayesian optimization
Long short-term memory network
Can Nanosecond Laser Achieve High-Performance Perovskite Solar Modules with Aperture Area Efficiency Over 21%?
期刊论文
Advanced Energy Materials, 2022, 卷号: 12, 期号: 41, 页码: 8
作者:
Y. Y. Gao
;
C. Liu
;
Y. Xie
;
R. L. Guo
;
X. Q. Zhong
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/06/14
Multi-step metal prices forecasting based on a data preprocessing method and an optimized extreme learning machine by marine predators algorithm
期刊论文
RESOURCES POLICY, 2021, 卷号: 74, 页码: 10
作者:
Du, Pei
;
Guo, Ju'e
;
Sun, Shaolong
;
Wang, Shouyang
;
Wu, Jing
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/04/02
Metal prices forecasting
Data processing method
Optimized extreme learning machine
Hybrid forecasting model
Identifying environmental and health threats in unconventional oil and gas violations: evidence from Pennsylvania compliance reports
期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 页码: 15
作者:
Bi, Dan
;
Guo, Ju-E
;
Zhao, Erlong
;
Sun, Shaolong
;
Wang, Shouyang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/04/02
Unconventional oil and gas
Text mining
LDA
Environmental violation
Decision tree
Environment pollution
Knowledge Mapping in Electricity Demand Forecasting: A Scientometric Insight
期刊论文
FRONTIERS IN ENERGY RESEARCH, 2021, 卷号: 9, 页码: 14
作者:
Yang, Dongchuan
;
Guo, Ju-e
;
Li, Jie
;
Wang, Shouyang
;
Sun, Shaolong
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2022/04/02
electricity demand forecasting
scientometric
visualization
citespace
knowledge mapping
Tourism demand forecasting: An ensemble deep learning approach
期刊论文
TOURISM ECONOMICS, 2021, 页码: 29
作者:
Sun, Shaolong
;
Li, Yanzhao
;
Guo, Ju-e
;
Wang, Shouyang
收藏
  |  
浏览/下载:78/0
  |  
提交时间:2021/10/26
bagging
economic variables
ensemble deep learning
search intensity index
stacked autoencoder
tourism demand forecasting
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