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Developing an SVM-based ensemble learning system for customer risk identification collaborating with customer relationship management 期刊论文
FRONTIERS OF COMPUTER SCIENCE IN CHINA, 2010, 卷号: 4, 期号: 2, 页码: 196-203
作者:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载：111/0  |  提交时间：2018/07/30
support vector machines (SVM)  ensemble learning  diversity strategy  selection strategy  ensemble strategy  customer relationship management (CRM)  
A multiscale neural network learning paradigm for financial crisis forecasting 期刊论文
NEUROCOMPUTING, 2010, 卷号: 73, 期号: 4-6, 页码: 716-725
作者:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung;  Wen, Fenghua
收藏  |  浏览/下载：91/0  |  提交时间：2018/07/30
Artificial neural networks  Empirical mode decomposition (EMD)  Hilbert-EMD transform  Multiscale learning  Financial crisis forecasting  
Estimating the impact of extreme events on crude oil price: An EMD-based event analysis method 期刊论文
ENERGY ECONOMICS, 2009, 卷号: 31, 期号: 5, 页码: 768-778
作者:  Zhang, Xun;  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载：113/0  |  提交时间：2018/07/30
Crude oil price  Event analysis  Empirical mode decomposition  Impact of extreme events  
An intelligent-agent-based fuzzy group decision making model for financial multicriteria decision support: The case of credit scoring 期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2009, 卷号: 195, 期号: 3, 页码: 942-959
作者:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载：78/0  |  提交时间：2018/07/30
Multicriteria decision analysis  Fuzzy group decision making  Intelligent agent  Credit scoring  Artificial intelligence  
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：123/0  |  提交时间：2018/07/30
back-propagation neural network  adaptive smoothing momentum  heuristic method  foreign exchange rates forecasting  
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：107/0  |  提交时间：2018/07/30
Artificial neural networks  Metamodeling  Data sampling  Meta-learning  PCA  Financial time series forecasting  
Evolving Least Squares Support Vector Machines for Stock Market Trend Mining 期刊论文
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2009, 卷号: 13, 期号: 1, 页码: 87-102
作者:  Yu, Lean;  Chen, Huanhuan;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载：101/0  |  提交时间：2018/07/30
Artificial neural networks (ANNs)  evolutionary algorithms (EAs)  feature selection  genetic algorithm (GA)  least squares support vector machine (LSSVM)  mixed kernel  parameter optimization  statistical models  stock market trend mining  
Multi-Attribute Portfolio Selection with Genetic Optimization Algorithms 期刊论文
INFOR, 2009, 卷号: 47, 期号: 1, 页码: 23-30
作者:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载：100/0  |  提交时间：2018/07/30
Multi-attribute portfolio selection  asset quality evaluation  asset allocation  mean-variance model  genetic algorithm  
Designing a Hybrid Intelligent Mining System for Credit Risk Evaluation 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2008, 卷号: 21, 期号: 4, 页码: 527-539
作者:  Yu, Lean;  Wang, Shouyang;  Wen, Fenghua;  Lai, Kin Keung;  He, Shaoyi
收藏  |  浏览/下载：93/0  |  提交时间：2018/07/30
Credit risk evaluation  hybrid intelligent system  rough sets  support vector machine  
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：93/0  |  提交时间：2018/07/30
RBF neural networks  Ensemble learning  Conditional generalized variance  Exchange rates prediction