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A novel seasonal decomposition based least squares support vector regression ensemble learning approach for hydropower consumption forecasting in China 期刊论文
ENERGY, 2011, 卷号: 36, 期号: 11, 页码: 6542-6554
作者:  Wang, Shuai;  Yu, Lean;  Tang, Ling;  Wang, Shouyang
收藏  |  浏览/下载:95/0  |  提交时间:2018/07/30
Hydropower consumption forecasting  LSSVR ensemble Learning  Seasonal decomposition  
Credit risk evaluation using a weighted least squares SVM classifier with design of experiment for parameter selection 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2011, 卷号: 38, 期号: 12, 页码: 15392-15399
作者:  Yu, Lean;  Yao, Xiao;  Wang, Shouyang;  Lai, K. K.
收藏  |  浏览/下载:107/0  |  提交时间:2018/07/30
Credit risk evaluation  Weighted LSSVM classifier  Least squares algorithm  Design of experiment  Parameter selection  
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:108/0  |  提交时间:2018/07/30
support vector machines (SVM)  ensemble learning  diversity strategy  selection strategy  ensemble strategy  customer relationship management (CRM)  
Support vector machine based multiagent ensemble learning for credit risk evaluation 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2010, 卷号: 37, 期号: 2, 页码: 1351-1360
作者:  Yu, Lean;  Yue, Wuyi;  Wang, Shouyang;  Lai, K. K.
收藏  |  浏览/下载:109/0  |  提交时间:2018/07/30
Multiagent ensemble learning  Support vector machine (SVM)  Diversity strategy  Ensemble strategy  Credit risk evaluation  
Evaluation on the impacts of the implementation of civil building energy efficiency standards on Chinese economic system and environment 期刊论文
ENERGY AND BUILDINGS, 2009, 卷号: 41, 期号: 10, 页码: 1084-1090
作者:  Liu, Xiuli;  Hewings, Geoffrey J. D.;  Wang, Shouyang
收藏  |  浏览/下载:116/0  |  提交时间:2018/07/30
Input-output analysis  Direct economic impact  Direct environmental impact  Indirect economic impact  Building energy efficiency  
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:121/0  |  提交时间:2018/07/30
back-propagation neural network  adaptive smoothing momentum  heuristic method  foreign exchange rates forecasting  
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:98/0  |  提交时间:2018/07/30
Multi-attribute portfolio selection  asset quality evaluation  asset allocation  mean-variance model  genetic algorithm