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Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5285-5299
作者:  Xiao, Jin;  Jia, Yanlin;  Jiang, Xiaoyi;  Wang, Shouyang
收藏  |  浏览/下载：162/0  |  提交时间：2021/04/26
Biological system modeling  Data models  Biological neural networks  Predictive models  Neurons  Mathematical model  Complex-valued external criterion  complex-valued group method of data handling (GMDH)-type neural network  parameter estimation  real-valued classification  
A novel two-stage approach for cryptocurrency analysis 期刊论文
INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS, 2020, 卷号: 72, 页码: 13
作者:  Yang, Boyu;  Sun, Yuying;  Wang, Shouyang
收藏  |  浏览/下载：136/0  |  提交时间：2021/04/26
Bitcoin  Cryptocurrency  Noise-assisted multivariate empirical mode  decomposition  Two-stage decomposition and composition  
Air pollution emissions from Chinese power plants based on the continuous emission monitoring systems network 期刊论文
SCIENTIFIC DATA, 2020, 卷号: 7, 期号: 1, 页码: 10
作者:  Tang, Ling;  Xue, Xiaoda;  Qu, Jiabao;  Mi, Zhifu;  Bo, Xin;  Chang, Xiangyu;  Wang, Shouyang;  Li, Shibei;  Cui, Weigeng;  Dong, Guangxia
收藏  |  浏览/下载：160/0  |  提交时间：2021/01/14
A new approach to the existence and regularity of linear equilibrium in a noisy rational expectations economy 期刊论文
JOURNAL OF MATHEMATICAL ECONOMICS, 2020, 卷号: 90, 页码: 119-126
作者:  Lou, Youcheng;  Wang, Shouyang
收藏  |  浏览/下载：123/0  |  提交时间：2021/01/14
Existence and regularity  Rational expectations equilibrium  A new approach  
Uncertainty shocks of Trump election in an interval model of stock market 期刊论文
QUANTITATIVE FINANCE, 2020, 页码: 15
作者:  Sun, Yuying;  Qiao, Kenan;  Wang, Shouyang
收藏  |  浏览/下载：147/0  |  提交时间：2021/01/14
Interval dummy variables  Interval time series  Nonlinear minimum-distance estimator  Range volatility  Trump election  
Knowledge-driven business model innovation through the introduction of equity investment: evidence from China's primary market 期刊论文
JOURNAL OF KNOWLEDGE MANAGEMENT, 2020, 页码: 18
作者:  Zheng, Jiali;  Qiao, Han;  Zhu, Xiumei;  Wang, Shouyang
收藏  |  浏览/下载：167/0  |  提交时间：2020/09/23
Business model innovation  Equity investment  China's primary market  Logistic regression  Back propagation neural network (BPNN)  
Combining STRIPAT model and gated recurrent unit for forecasting nature gas consumption of China 期刊论文
MITIGATION AND ADAPTATION STRATEGIES FOR GLOBAL CHANGE, 2020, 页码: 19
作者:  Xiao, Yi;  Li, Keying;  Hu, Yi;  Xiao, Jin;  Wang, Shouyang
收藏  |  浏览/下载：156/0  |  提交时间：2020/09/23
Natural gas consumption forecasting  Emission reduction  Deep learning  STRIPAT model  Gated recurrent unit model  Bagging  
Model averaging in a multiplicative heteroscedastic model 期刊论文
ECONOMETRIC REVIEWS, 2020, 页码: 25
作者:  Zhao, Shangwei;  Ma, Yanyuan;  Wan, Alan T. K.;  Zhang, Xinyu;  Wang, Shouyang
收藏  |  浏览/下载：163/0  |  提交时间：2020/09/23
Heteroscedasticity-robust  model averaging  multiplicative heteroscedasticity  plug-in  squared prediction risk  
Stock Market Volatility and Return Analysis: A Systematic Literature Review 期刊论文
ENTROPY, 2020, 卷号: 22, 期号: 5, 页码: 18
作者:  Bhowmik, Roni;  Wang, Shouyang
收藏  |  浏览/下载：172/0  |  提交时间：2020/09/23
stock returns  volatility  GARCH family model  complexity in market volatility forecasting  
Conflicts between business and government in bike sharing system 期刊论文
INTERNATIONAL JOURNAL OF CONFLICT MANAGEMENT, 2020, 页码: 25
作者:  Yang, Hong;  Hu, Yimei;  Qiao, Han;  Wang, Shouyang;  Jiang, Feng
收藏  |  浏览/下载：152/0  |  提交时间：2020/05/24
System dynamics  Conflict management  Government regulation  Bike sharing  Evolutionary game model