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An improved grey neural network model for predicting transportation disruptions 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2016, 卷号: 45, 页码: 331-340
作者:  Liu, Chunxia;  Shu, Tong;  Chen, Shou;  Wang, Shouyang;  Lai, Kin Keung;  Gan, Lu
收藏  |  浏览/下载:99/0  |  提交时间:2018/07/30
Transportation disruptions  GM(1,1) model  Neural network  Prediction  
Forecasting foreign exchange rates with an improved back-propagation learning algorithm with adaptive smoothing momentum terms 期刊论文
FRONTIERS OF COMPUTER SCIENCE IN CHINA, 2009, 卷号: 3, 期号: 2, 页码: 167-176
作者:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载:124/0  |  提交时间:2018/07/30
back-propagation neural network  adaptive smoothing momentum  heuristic method  foreign exchange rates forecasting  
Forecasting crude oil price with an EMD-based neural network ensemble learning paradigm 期刊论文
ENERGY ECONOMICS, 2008, 卷号: 30, 期号: 5, 页码: 2623-2635
作者:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载:92/0  |  提交时间:2018/07/30
empirical mode decomposition  ensemble learning  feed-forward neural network  adaptive linear neural network  crude oil price prediction  
Credit risk assessment with a multistage neural network ensemble learning approach 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2008, 卷号: 34, 期号: 2, 页码: 1434-1444
作者:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载:101/0  |  提交时间:2018/07/30
credit risk assessment  neural network  ensemble learning  bagging  reliability  
Neural network-based mean-variance-skewness model for portfolio selection 期刊论文
COMPUTERS & OPERATIONS RESEARCH, 2008, 卷号: 35, 期号: 1, 页码: 34-46
作者:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载:94/0  |  提交时间:2018/07/30
mean-variance-skewness model  portfolio selections  radial basis function neural network  forecasting  trading strategy  risk preference  
Currency crisis forecasting with general regression neural networks 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2006, 卷号: 5, 期号: 3, 页码: 437-454
作者:  Yu, Lean;  Lai, Kin Keung;  Wang, Shou-Yang
收藏  |  浏览/下载:89/0  |  提交时间:2018/07/30
currency crisis forecasting  general regression neural network (GRNN)  exchange rate volatility  currency crisis early-warning system