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Nonlinear vector auto-regression neural network for forecasting air passenger flow 期刊论文
JOURNAL OF AIR TRANSPORT MANAGEMENT, 2019, 卷号: 78, 页码: 54-62
作者:  Sun, Shaolong;  Lu, Hongxu;  Tsui, Kwok-Leung;  Wang, Shouyang
收藏  |  浏览/下载：170/0  |  提交时间：2020/01/10
Air passenger flow forecasting  Nonlinear vector auto-regression  Multilayer perceptron neural network  Competition over resources algorithm  Mean impact value  
Flexible Assembly Job-Shop Scheduling With Sequence-Dependent Setup Times and Part Sharing in a Dynamic Environment: Constraint Programming Model, Mixed-Integer Programming Model, and Dispatching Rules 期刊论文
IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2018, 卷号: 65, 期号: 3, 页码: 487-504
作者:  Zhang, Sicheng;  Wang, Shouyang
收藏  |  浏览/下载：121/0  |  提交时间：2019/12/13
Assembly job-shop scheduling  constraint programming (CP)  dynamic scheduling  flexible job-shop scheduling  mixed-integer linear programming (MILP)  
A new dynamic integrated approach for wind speed forecasting 期刊论文
APPLIED ENERGY, 2017, 卷号: 197, 页码: 151-162
作者:  Sun, Shaolong;  Qiao, Han;  Wei, Yunjie;  Wang, Shouyang
收藏  |  浏览/下载：131/0  |  提交时间：2018/07/30
Wind speed forecasting  Core vector machine  Phase space reconstruction  Kernel principal component analysis  Competition over resource algorithm  
The Analysis for the Cargo Volume with Hybrid Discrete Wavelet Modeling 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2017, 卷号: 16, 期号: 3, 页码: 851-863
作者:  Xiao, Yi;  Wang, Shouyang;  Xiao, Ming;  Xiao, Jin;  Hu, Yi
收藏  |  浏览/下载：109/0  |  提交时间：2018/07/30
Cargo volume analyzing  radial basis function network  discrete wavelet technique  TEI@I methodology  
An efficient integrated nonparametric entropy estimator of serial dependence 期刊论文
ECONOMETRIC REVIEWS, 2017, 卷号: 36, 期号: 6-9, 页码: 728-780
作者:  Hong, Yongmiao;  Wang, Xia;  Zhang, Wenjie;  Wang, Shouyang
收藏  |  浏览/下载：109/0  |  提交时间：2018/07/30
Entropy  naive bootstrap  nonlinear time series  numerical Integration  sample averaging  serial dependence  smoothed bootstrap  
amultiscalemodelingapproachincorporatingarimaandannsforfinancialmarketvolatilityforecasting 期刊论文
journalofsystemsscienceandcomplexity, 2014, 卷号: 27, 期号: 1, 页码: 225
作者:  Xiao Yi;  Xiao Jin;  Liu John;  Wang Shouyang
收藏  |  浏览/下载：97/0  |  提交时间：2020/01/10
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：120/0  |  提交时间：2018/07/30
Computational finance  endogenous volatility  heterogeneous agents  noisy chaos  nonlinearity  stylized facts  
Granger causality in risk and detection of extreme risk spillover between financial markets 期刊论文
JOURNAL OF ECONOMETRICS, 2009, 卷号: 150, 期号: 2, 页码: 271-287
作者:  Hong, Yongmiao;  Liu, Yanhui;  Wang, Shouyang
收藏  |  浏览/下载：126/0  |  提交时间：2018/07/30
Cross-spectrum  Extreme downside risk  Financial contagion  Granger causality in risk  Nonlinear time series  Risk management  Value at Risk  
A neural-network-based nonlinear metamodeling approach to financial time series forecasting 期刊论文
APPLIED SOFT COMPUTING, 2009, 卷号: 9, 期号: 2, 页码: 563-574
作者:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载：107/0  |  提交时间：2018/07/30
Artificial neural networks  Metamodeling  Data sampling  Meta-learning  PCA  Financial time series forecasting  
Multistage RBF neural network ensemble learning for exchange rates forecasting 期刊论文
NEUROCOMPUTING, 2008, 卷号: 71, 期号: 16-18, 页码: 3295-3302
作者:  Yu, Lean;  Lai, Kin Keung;  Wang, Shouyang
收藏  |  浏览/下载：93/0  |  提交时间：2018/07/30
RBF neural networks  Ensemble learning  Conditional generalized variance  Exchange rates prediction