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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：185/0  |  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：179/0  |  提交时间：2019/04/02
multi-model study  robust climate policy  integrated assessment model  climate models  survey  
Does Interval Knowledge Sharpen Forecasting Models? Evidence from China's Typical Ports 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2018, 卷号: 17, 期号: 2, 页码: 467-483
作者:  Huang, Anqiang;  Lai, Kin Keung;  Qiao, Han;  Wang, Shouyang;  Zhang, Zhenji
收藏  |  浏览/下载：168/0  |  提交时间：2018/07/30
Container throughput forecasting  interval knowledge  SARIMA  SVR  
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：189/0  |  提交时间：2018/07/30
support vector machines  artificial neural networks  ARIMA model  ARFIMA model  Markov-switching ARFIMA model  
Robust Novelty Detection via Worst Case CVaR Minimization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 9, 页码: 2098-2110
作者:  Wang, Yongqiao;  Dang, Chuangyin;  Wang, Shouyang
收藏  |  浏览/下载：117/0  |  提交时间：2018/07/30
Conditional value-at-risk (CVaR)  kernel methods  novelty detection  robust programming  single-class support vector machine (SSVM)  
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：121/0  |  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：102/0  |  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  
Credit risk evaluation with least square support vector machine 期刊论文
ROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS, 2006, 卷号: 4062, 页码: 490-495
作者:  Lai, Kin Keung;  Yu, Lean;  Zhou, Ligang;  Wang, Shouyang
收藏  |  浏览/下载：95/0  |  提交时间：2018/07/30
credit risk evaluation  least square support vector machine