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Text-based crude oil price forecasting: A deep learning approach 期刊论文
INTERNATIONAL JOURNAL OF FORECASTING, 2019, 卷号: 35, 期号: 4, 页码: 1548-1560
作者:  Li, Xuerong;  Shang, Wei;  Wang, Shouyang
收藏  |  浏览/下载：204/0  |  提交时间：2020/01/10
Oil price forecasting  Financial markets  Online news  Text analysis  Convolutional neural network  
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
Neural network methods for forecasting turning points in economic time series: an asymmetric verification to business cycles 期刊论文
Frontiers of Computer Science in China, 2010, 卷号: 4, 期号: 2, 页码: 254
作者:  Zhang Dabin;  Yu Lean;  Wang Shouyang;  Xie Haibin
收藏  |  浏览/下载：105/0  |  提交时间：2018/07/30
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：106/0  |  提交时间：2018/07/30
Artificial neural networks  Metamodeling  Data sampling  Meta-learning  PCA  Financial time series forecasting  
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
An integrated data preparation scheme for neural network data analysis 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2006, 卷号: 18, 期号: 2, 页码: 217-230
作者:  Yu, L;  Wang, SY;  Lai, KK
收藏  |  浏览/下载：90/0  |  提交时间：2018/07/30
data preparation  neural networks  complex data analysis  cost-benefit analysis  
Hybridizing exponential smoothing and neural network for financial time series predication 期刊论文
COMPUTATIONAL SCIENCE - ICCS 2006, PT 4, PROCEEDINGS, 2006, 卷号: 3994, 页码: 493-500
作者:  Lai, Kin Keung;  Yu, Lean;  Wang, Shouyang;  Huang, Wei
收藏  |  浏览/下载：82/0  |  提交时间：2018/07/30
Credit risk analysis using a reliability-based neural network ensemble model 期刊论文
ARTIFICIAL NEURAL NETWORKS - ICANN 2006, PT 2, 2006, 卷号: 4132, 页码: 682-690
作者:  Lai, Kin Keung;  Yu, Lean;  Wang, Shouyang;  Zhou, Ligang
收藏  |  浏览/下载：87/0  |  提交时间：2018/07/30
A novel nonlinear neural network ensemble model for financial time series forecasting 期刊论文
COMPUTATIONAL SCIENCE - ICCS 2006, PT 1, PROCEEDINGS, 2006, 卷号: 3991, 页码: 790-793
作者:  Lai, Kin Keung;  Yu, Lean;  Wang, Shouyang;  Wei, Huang
收藏  |  浏览/下载：83/0  |  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