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A Hybrid Approach for Studying the Lead-Lag Relationships Between China's Onshore and Offshore Exchange Rates Considering the Impact of Extreme Events 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2018, 卷号: 31, 期号: 3, 页码: 734-749
作者:  Wei, Yunjie;  Wei, Qi;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载:171/0  |  提交时间:2018/07/30
CNH  CNY  EMD  lead-lag relationship  onshore and offshore markets  
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:121/0  |  提交时间:2018/07/30
back-propagation neural network  adaptive smoothing momentum  heuristic method  foreign exchange rates 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:91/0  |  提交时间:2018/07/30
RBF neural networks  Ensemble learning  Conditional generalized variance  Exchange rates prediction  
Developing and assessing an intelligent forex rolling forecasting and trading decision support system for online e-service 期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2007, 卷号: 22, 期号: 5, 页码: 475-499
作者:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung;  Huang, Wayne W.
收藏  |  浏览/下载:96/0  |  提交时间:2018/07/30
Neural networks in finance and economics forecasting 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2007, 卷号: 6, 期号: 1, 页码: 113-140
作者:  Huang, Wei;  Lai, Kin Keung;  Nakamori, Yoshiteru;  Wang, Shouyang;  Yu, Lean
收藏  |  浏览/下载:89/0  |  提交时间:2018/07/30
artificial neural networks  finance forecasting  economic forecasting  input variables selection  performance comparisons  
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:88/0  |  提交时间:2018/07/30
currency crisis forecasting  general regression neural network (GRNN)  exchange rate volatility  currency crisis early-warning system  
An adaptive BP algorithm with optimal learning rates and directional error correction for foreign exchange market trend prediction 期刊论文
ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 3, PROCEEDINGS, 2006, 卷号: 3973, 页码: 498-503
作者:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载:73/0  |  提交时间:2018/07/30
A reliability-based RBF network ensemble model for foreign exchange rates predication 期刊论文
NEURAL INFORMATION PROCESSING, PT 3, PROCEEDINGS, 2006, 卷号: 4234, 页码: 380-389
作者:  Yu, Lean;  Huang, Wei;  Lai, Kin Keung;  Wang, Shouyang
收藏  |  浏览/下载:71/0  |  提交时间:2018/07/30