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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：167/0  |  提交时间：2020/01/10
Exchange rates forecasting  Variational mode decomposition  Support vector regression  Support vector neural network  Ensemble learning  
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：95/0  |  提交时间：2020/01/10
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  
Comparisons of the different frequencies of input data for neural networks in foreign exchange rates forecasting 期刊论文
COMPUTATIONAL SCIENCE - ICCS 2006, PT 4, PROCEEDINGS, 2006, 卷号: 3994, 页码: 517-524
作者:  Huang, Wei;  Yu, Lean;  Wang, Shouyang;  Bao, Yukun;  Wang, Lin
收藏  |  浏览/下载：81/0  |  提交时间：2018/07/30
Selection of the appropriate lag structure of foreign exchange rates forecasting based on autocorrelation coefficient 期刊论文
ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 3, PROCEEDINGS, 2006, 卷号: 3973, 页码: 512-517
作者:  Huang, Wei;  Wang, Shouyang;  Zhang, Hui;  Xiao, Renbin
收藏  |  浏览/下载：127/0  |  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
Forecasting foreign exchange rates with artificial neural networks: A review 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2004, 卷号: 3, 期号: 1, 页码: 145-165
作者:  Wei, H;  Lai, KK;  Nakamori, Y;  Wang, SY
收藏  |  浏览/下载：92/0  |  提交时间：2018/07/30
artificial neural networks  exchange rate  forecasting