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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
Authors:  Li, Xuerong;  Shang, Wei;  Wang, Shouyang
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Oil price forecasting  Financial markets  Online news  Text analysis  Convolutional neural network  
A new multiscale decomposition ensemble approach for forecasting exchange rates 期刊论文
ECONOMIC MODELLING, 2019, 卷号: 81, 页码: 49-58
Authors:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie
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Exchange rates forecasting  Variational mode decomposition  Support vector regression  Support vector neural network  Ensemble learning  
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
Authors:  Sun, Shaolong;  Lu, Hongxu;  Tsui, Kwok-Leung;  Wang, Shouyang
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Air passenger flow forecasting  Nonlinear vector auto-regression  Multilayer perceptron neural network  Competition over resources algorithm  Mean impact value  
Deep learning aided decision support for pulmonary nodules diagnosing: a review 期刊论文
JOURNAL OF THORACIC DISEASE, 2018, 卷号: 10, 页码: S867-S875
Authors:  Yang, Yixin;  Feng, Xiaoyi;  Chi, Wenhao;  Li, Zhengyang;  Duan, Wenzhe;  Liu, Haiping;  Liang, Wenhua;  Wang, Wei;  Chen, Ping;  He, Jianxing;  Liu, Bo
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Computer-aided diagnosis  convolutional neural network (CNN)  deep learning  pulmonary nodules  
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
Authors:  Liu, Chunxia;  Shu, Tong;  Chen, Shou;  Wang, Shouyang;  Lai, Kin Keung;  Gan, Lu
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Transportation disruptions  GM(1,1) model  Neural network  Prediction  
Self-organizing map of complex networks for community detection 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2010, 卷号: 23, 期号: 5, 页码: 931-941
Authors:  Li, Zhenping;  Wang, Ruisheng;  Zhang, Xiang-Sun;  Chen, Luonan
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Community detection  complex network  neural networks  self-organizing map  
Self-organizing map approaches for the haplotype assembly problem 期刊论文
MATHEMATICS AND COMPUTERS IN SIMULATION, 2009, 卷号: 79, 期号: 10, 页码: 3026-3037
Authors:  Wu, Ling-Yun;  Li, Zhenping;  Wang, Rui-Sheng;  Zhang, Xiang-Sun;  Chen, Luonan
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SNP  Haplotype assembly  Minimum error correction  Self-organizing maps  Neural network  
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
Authors:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
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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
Authors:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
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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
Authors:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
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credit risk assessment  neural network  ensemble learning  bagging  reliability