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A novel machine learning-based electricity price forecasting model based on optimal model selection strategy 期刊论文
ENERGY, 2022, 卷号: 238, 页码: 14
作者:  Yang, Wendong;  Sun, Shaolong;  Hao, Yan;  Wang, Shouyang
收藏  |  浏览/下载：151/0  |  提交时间：2022/04/02
Electricity price  Forecasting  Hybrid model  Model selection  Kernel-based extreme learning machine  
Limiting global warming to below 1.5 degrees C from 2 degrees C: An energy-system-based multi-model analysis for China 期刊论文
ENERGY ECONOMICS, 2021, 卷号: 100, 页码: 11
作者:  Zheng, Jiali;  Duan, Hongbo;  Zhou, Sheng;  Wang, Shouyang;  Gao, Ji;  Jiang, Kejun;  Gao, Shuo
收藏  |  浏览/下载：117/0  |  提交时间：2022/04/02
Integrated assessment model  Multi-model comparisons  Paris agreement pledges  Energy restructuring  Mitigation  China  
A bibliometric analysis of 30 years of platform research: Developing the research agenda for platforms, the associated technologies and social impacts 期刊论文
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 卷号: 169, 页码: 22
作者:  Liu, He;  Li, Xuerong;  Wang, Shouyang
收藏  |  浏览/下载：128/0  |  提交时间：2021/10/26
Platform research  Bibliometric analysis  Co-citation analysis  Research agenda  
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：115/0  |  提交时间：2021/10/26
bagging  economic variables  ensemble deep learning  search intensity index  stacked autoencoder  tourism demand forecasting  
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：140/0  |  提交时间：2021/01/14
Crude oil Price  Forecast combination  Feature selection  Multi-granularity  Artificial bee colony  
Performance evaluation and prediction of the integrated circuit industry in China: A hybrid method 期刊论文
SOCIO-ECONOMIC PLANNING SCIENCES, 2020, 卷号: 69, 页码: 12
作者:  Zhou, Xiaoyang;  Chen, Hao;  Chai, Jian;  Wang, Shouyang;  Lev, Benjamin
收藏  |  浏览/下载：167/0  |  提交时间：2020/05/24
Dynamic DEA  Projection analysis  Grey model  Integrated circuit industry  
A new multiscale decomposition ensemble approach for forecasting exchange rates 期刊论文
ECONOMIC MODELLING, 2019, 卷号: 81, 页码: 49-58
作者:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie
收藏  |  浏览/下载：167/0  |  提交时间：2020/01/10
Exchange rates forecasting  Variational mode decomposition  Support vector regression  Support vector neural network  Ensemble learning  
Carbon emissions of cities from a consumption-based perspective 期刊论文
APPLIED ENERGY, 2019, 卷号: 235, 页码: 509-518
作者:  Mi, Zhifu;  Zheng, Jiali;  Meng, Jing;  Zheng, Heran;  Li, Xian;  Coffman, D'Maris;  Woltjer, Johan;  Wang, Shouyang;  Guan, Dabo
收藏  |  浏览/下载：182/0  |  提交时间：2019/04/02
Consumption-based accounting  Production-based accounting  Embodied CO2 emissions  City  Input-output model  
Analysis on shock effect of China's high-speed railway on aviation transport 期刊论文
TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2018, 卷号: 108, 页码: 35-44
作者:  Chai, Jian;  Zhou, Youhong;  Zhou, Xiaoyang;  Wang, Shouyang;  Zhang, Zhe George;  Liu, Zenghui
收藏  |  浏览/下载：176/0  |  提交时间：2018/07/30
China's high-speed railway  Aviation transport  Aviation mileage  Panel threshold regression model  
The Effect of Carbon Tax in Aviation Industry on the Multilateral Simulation Game 期刊论文
SUSTAINABILITY, 2017, 卷号: 9, 期号: 7, 页码: 24
作者:  Zheng, Jiali;  Qiao, Han;  Wang, Shouyang
收藏  |  浏览/下载：122/0  |  提交时间：2018/07/30
aviation carbon tax (ACT)  two-stage game  equilibrium tax rate  optimal strategies  market-based measure (MBM) scheme