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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：86/0  |  提交时间：2023/02/07
Short -term load forecasting  Time series modeling  Dynamic decomposition-reconstruction tech  nique  Neural networks  
Market volatility, market skewness, and the cross-section of expected returns in Chinese equity markets 期刊论文
APPLIED ECONOMICS, 2022, 页码: 17
作者:  Liu, Qing;  Wang, Shouyang;  Sui, Cong
收藏  |  浏览/下载：81/0  |  提交时间：2023/02/07
Volatility risk  risk-neutral skewness  options  cross-sectional regression  asymmetry  
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：82/0  |  提交时间：2023/02/07
bi-directional gated recurrent unit  search engine data  stacked autoencoders  tourism volume forecasting  
A new PM2.5 concentration forecasting system based on AdaBoost-ensemble system with deep learning approach 期刊论文
JOURNAL OF FORECASTING, 2022, 页码: 22
作者:  Li, Zhongfei;  Gan, Kai;  Sun, Shaolong;  Wang, Shouyang
收藏  |  浏览/下载：92/0  |  提交时间：2023/02/07
AdaBoost-ensemble  deep learning  hybrid data preprocessing-analysis strategy  LSTM  
Economic exposure to regional value chain disruptions: evidence from Wuhan's lockdown in China 期刊论文
REGIONAL STUDIES, 2022, 页码: 12
作者:  Tian, Kailan;  Zhang, Zhuoying;  Zhu, Lingxiu;  Yang, Cuihong;  He, Jianwu;  Li, Shantong
收藏  |  浏览/下载：104/0  |  提交时间：2023/02/07
economic exposure  Covid-19  input-output model  regional value chains  disaster impact analysis  
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：92/0  |  提交时间：2023/02/07
ARIMAX  artificial neural network  composite index  forecasting  foreign trade  Granger causality test  survey data  
When one cannot bypass the byproducts: Plastic packaging waste embedded in production and export 期刊论文
JOURNAL OF INDUSTRIAL ECOLOGY, 2022, 页码: 15
作者:  Gao, Xiang;  Dall'erba, Sandy;  Ellison, Brenna;  Avelino, Andre F. T.;  Yang, Cuihong
收藏  |  浏览/下载：88/0  |  提交时间：2023/02/07
environment responsibility  environmental footprint  global value chain  industrial ecology  input-output analysis  plastic packaging waste  
A survey of supply chain operation and finance with Fintech: Research framework and managerial insights 期刊论文
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2022, 卷号: 247, 页码: 9
作者:  Li, Jian;  He, Zhou;  Wang, Shouyang
收藏  |  浏览/下载：122/0  |  提交时间：2022/06/21
Supply chain finance  Fintech  Investment element  Operation capacity  
Regional variation in the drivers of China's residential electricity consumption (REC) and policy orientation 期刊论文
ENERGY FOR SUSTAINABLE DEVELOPMENT, 2022, 卷号: 67, 页码: 112-124
作者:  Wang, Shubin;  Sun, Shaolong;  Zhao, Erlong;  Wang, Shouyang
收藏  |  浏览/下载：125/0  |  提交时间：2022/06/21
Residential electricity consumption  Regional difference  LMDI method  China  
Forecasting daily tourism volume: a hybrid approach with CEMMDAN and multi-kernel adaptive ensemble 期刊论文
CURRENT ISSUES IN TOURISM, 2022, 页码: 20
作者:  Zhao, Erlong;  Du, Pei;  Azaglo, Ernest Young;  Wang, Shouyang;  Sun, Shaolong
收藏  |  浏览/下载：203/0  |  提交时间：2022/04/29
Daily tourism volume forecasting  decomposition ensemble approach  sample entropy  kernel extreme learning machine  multi-kernel adaptive strategy