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Forecasting crude oil price with multilingual search engine data 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 551, 页码: 14
作者:  Li, Jingjing;  Tang, Ling;  Wang, Shouyang
收藏  |  浏览/下载：181/0  |  提交时间：2020/06/30
Big data  Multilingual search engine index  Crude oil price forecasting  Google Trends  Artificial intelligence  
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：187/0  |  提交时间：2020/01/10
Exchange rates forecasting  Variational mode decomposition  Support vector regression  Support vector neural network  Ensemble learning  
Frequentist model averaging for threshold models 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2019, 卷号: 71, 期号: 2, 页码: 275-306
作者:  Gao, Yan;  Zhang, Xinyu;  Wang, Shouyang;  Chong, Terence Tai-leung;  Zou, Guohua
收藏  |  浏览/下载：198/0  |  提交时间：2019/04/02
Asymptotic optimality  Generalized cross-validation  Model averaging  Threshold model  
Robust climate change research: a review on multi-model analysis 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 卷号: 14, 期号: 3, 页码: 23
作者:  Duan, Hongbo;  Zhang, Gupeng;  Wang, Shouyang;  Fan, Ying
收藏  |  浏览/下载：190/0  |  提交时间：2019/04/02
multi-model study  robust climate policy  integrated assessment model  climate models  survey  
Evaluating the impacts of waste treatment management modes on each sector's price in a macro economic system 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2018, 卷号: 200, 页码: 188-195
作者:  Liu, Xiuli;  Hewings, Geoffrey J. D.;  Wang, Shouyang
收藏  |  浏览/下载：247/0  |  提交时间：2018/11/16
Waste treatment  Management mode  Price change  Input-occupancy-output analysis  
Assessing Potentiality of Support Vector Machine Method in Crude Oil Price Forecasting 期刊论文
EURASIA JOURNAL OF MATHEMATICS SCIENCE AND TECHNOLOGY EDUCATION, 2017, 卷号: 13, 期号: 12, 页码: 7893-7904
作者:  Yu, Lean;  Zhang, Xun;  Wang, Shouyang
收藏  |  浏览/下载：197/0  |  提交时间：2018/07/30
support vector machines  artificial neural networks  ARIMA model  ARFIMA model  Markov-switching ARFIMA model  
Heterogeneity, nonlinearity and endogenous market volatility 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2011, 卷号: 24, 期号: 6, 页码: 1130-1142
作者:  Li, Hongquan;  Wang, Shouyang;  Shang, Wei
收藏  |  浏览/下载：132/0  |  提交时间：2018/07/30
Computational finance  endogenous volatility  heterogeneous agents  noisy chaos  nonlinearity  stylized facts  
Evolving Least Squares Support Vector Machines for Stock Market Trend Mining 期刊论文
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2009, 卷号: 13, 期号: 1, 页码: 87-102
作者:  Yu, Lean;  Chen, Huanhuan;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载：111/0  |  提交时间：2018/07/30
Artificial neural networks (ANNs)  evolutionary algorithms (EAs)  feature selection  genetic algorithm (GA)  least squares support vector machine (LSSVM)  mixed kernel  parameter optimization  statistical models  stock market trend mining