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A Clustering-Based Nonlinear Ensemble Approach for Exchange Rates Forecasting 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 6, 页码: 2284-2292
Authors:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie;  Zhang, Guowei
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Forecasting  Exchange rates  Predictive models  Self-organizing feature maps  Clustering algorithms  exchange rates forecasting  kernel-based extreme learning machine (KELM)  nonlinear ensemble  
The Cauchy Two-Matrix Model, C-Toda Lattice and CKP Hierarchy 期刊论文
JOURNAL OF NONLINEAR SCIENCE, 2019, 卷号: 29, 期号: 1, 页码: 3-27
Authors:  Li, Chunxia;  Li, Shi-Hao
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Matrix models  Cauchy biorthogonal polynomials  C-Toda lattice  CKP hierarchy  tau-Function theory  
AN ADAPTIVE MULTIFIDELITY PC-BASED ENSEMBLE KALMAN INVERSION FOR INVERSE PROBLEMS 期刊论文
INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION, 2019, 卷号: 9, 期号: 3, 页码: 205-220
Authors:  Yan, Liang;  Zhou, Tao
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Bayesian inverse problems  ensemble Kalman inversion  multifidelity polynomial chaos  surrogate modeling  
amultiscalemodelingapproachincorporatingarimaandannsforfinancialmarketvolatilityforecasting 期刊论文
journalofsystemsscienceandcomplexity, 2014, 卷号: 27, 期号: 1, 页码: 225
Authors:  Xiao Yi;  Xiao Jin;  Liu John;  Wang Shouyang
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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
Authors:  Yu, Lean;  Lai, Kin Keung;  Wang, Shouyang
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RBF neural networks  Ensemble learning  Conditional generalized variance  Exchange rates prediction  
A new approach for crude oil price analysis based on Empirical Mode Decomposition 期刊论文
ENERGY ECONOMICS, 2008, 卷号: 30, 期号: 3, 页码: 905-918
Authors:  Zhang, Xun;  Lai, K. K.;  Wang, Shou-Yang
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Empirical Mode Decomposition  crude oil price  forecasting  composition  volatility  
Forecasting China's foreign trade volume with a kernel-based hybrid econometric-AI ensemble learning approach 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2008, 卷号: 21, 期号: 1, 页码: 1-19
Authors:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
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artificial neural networks  error-correction vector auto-regression  foreign trade prediction  hybrid ensemble learning  kernel-based method  support vector regression  
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
Authors:  Lai, Kin Keung;  Yu, Lean;  Wang, Shouyang;  Wei, Huang
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A novel nonlinear ensemble forecasting model incorporating GLAR and ANN for foreign exchange rates 期刊论文
COMPUTERS & OPERATIONS RESEARCH, 2005, 卷号: 32, 期号: 10, 页码: 2523-2541
Authors:  Yu, L;  Wang, SY;  Lai, KK
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GLAR  AW  nonlinear ensemble model  forecasting  foreign exchange rates