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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:58/0  |  提交时间:2023/02/07
Short -term load forecasting  Time series modeling  Dynamic decomposition-reconstruction tech  nique  Neural networks  
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
作者:  Li, Mingchen;  Zhang, Chengyuan;  Sun, Shaolong;  Wang, Shouyang
收藏  |  浏览/下载:57/0  |  提交时间:2023/02/07
bi-directional gated recurrent unit  search engine data  stacked autoencoders  tourism volume forecasting  
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
收藏  |  浏览/下载:62/0  |  提交时间:2023/02/07
ARIMAX  artificial neural network  composite index  forecasting  foreign trade  Granger causality test  survey data  
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:120/0  |  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  
Capture the contagion network of bitcoin - Evidence from pre and mid COVID-19 期刊论文
RESEARCH IN INTERNATIONAL BUSINESS AND FINANCE, 2021, 卷号: 58, 页码: 14
作者:  Guo, Xiaochun;  Lu, Fengbin;  Wei, Yunjie
收藏  |  浏览/下载:116/0  |  提交时间:2022/04/02
Bitcoin  COVID-19  Contagion  DAG  Financial market risk  
Air pollution forecasting with multivariate interval decomposition ensemble approach 期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2021, 卷号: 12, 期号: 12, 页码: 14
作者:  Dong, Yawei;  Zhang, Chengyuan;  Niu, Mingfei;  Wang, Shouyang;  Sun, Shaolong
收藏  |  浏览/下载:117/0  |  提交时间:2022/04/02
Daily PM 10 concentration forecast  Air quality  Interval forecasting  Noise-assisted multivariate empirical mode  decomposition  Maximum mutual information  
Forecasting hourly PM2.5 based on deep temporal convolutional neural network and decomposition method 期刊论文
APPLIED SOFT COMPUTING, 2021, 卷号: 113, 页码: 15
作者:  Jiang, Fuxin;  Zhang, Chengyuan;  Sun, Shaolong;  Sun, Jingyun
收藏  |  浏览/下载:119/0  |  提交时间:2022/04/29
PM2.5 concentration forecasting  Complete ensemble empirical mode  decomposition with adaptive noise  Temporal convolutional  Data patterns  Deep learning  
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:111/0  |  提交时间:2022/04/02
electricity demand forecasting  scientometric  visualization  citespace  knowledge mapping  
How much did China's emergence as "the world's factory" contribute to its national income 期刊论文
CHINA ECONOMIC REVIEW, 2021, 卷号: 69, 页码: 21
作者:  Duan, Yuwan;  Dietzenbacher, Erik;  Los, Bart;  Yang, Cuihong
收藏  |  浏览/下载:114/0  |  提交时间:2022/04/02
China  Exports  National income  Input-output tables  
How cryptocurrency affects economy? A network analysis using bibliometric methods 期刊论文
INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS, 2021, 卷号: 77, 页码: 12
作者:  Yue, Yao;  Li, Xuerong;  Zhang, Dingxuan;  Wang, Shouyang
收藏  |  浏览/下载:130/0  |  提交时间:2022/04/02
Cryptocurrency  Economic  Bibliometric  Network analysis  Bitcoin