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An extreme bias-penalized forecast combination approach to commodity price forecasting 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 615, 页码: 774-793
作者:  Zhang, Yifei;  Wang, Jue;  Yu, Lean;  Wang, Shouyang
收藏  |  浏览/下载：67/0  |  提交时间：2023/02/07
Forecast combination  Elastic net  Extreme bias  Weight-sparsity  Artificial bee colony algorithm  
Decarbonizing China's power sector by 2030 with consideration of technological progress and cross-regional power transmission 期刊论文
ENERGY POLICY, 2021, 卷号: 150, 页码: 14
作者:  Xiao, Jin;  Li, Guohao;  Xie, Ling;  Wang, Shouyang;  Yu, Lean
收藏  |  浏览/下载：136/0  |  提交时间：2021/06/01
Decarbonization  Power sector  Structural optimization  Technology learning curve  Cross-regional power transmission  
Privacy Preservation in Distributed Subgradient Optimization Algorithms 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 7, 页码: 2154-2165
作者:  Lou, Youcheng;  Yu, Lean;  Wang, Shouyang;  Yi, Peng
收藏  |  浏览/下载：160/0  |  提交时间：2018/07/30
Asynchronous optimization  distributed optimization  heterogeneous-stepsize  privacy preservation  
Assessing Potentiality of Support Vector Machine Method in Crude Oil Price Forecasting 期刊论文
EURASIA JOURNAL OF MATHEMATICS SCIENCE AND TECHNOLOGY EDUCATION, 2017, 卷号: 13, 期号: 12, 页码: 7893-7904
作者:  Yu, Lean;  Zhang, Xun;  Wang, Shouyang
收藏  |  浏览/下载：187/0  |  提交时间：2018/07/30
support vector machines  artificial neural networks  ARIMA model  ARFIMA model  Markov-switching ARFIMA model  
Impact of Energy Conservation and Emissions Reduction Policy Means Coordination on Economic Growth: Quantitative Evidence from China 期刊论文
SUSTAINABILITY, 2017, 卷号: 9, 期号: 5, 页码: 19
作者:  Zhang, Guoxing;  Zhang, Zhenhua;  Gao, Xiulin;  Yu, Lean;  Wang, Shouyang;  Wang, Yingluo
收藏  |  浏览/下载：107/0  |  提交时间：2018/07/30
policy quantification  policy means coordination  economic growth  energy conservation and emissions reduction  
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：100/0  |  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：110/0  |  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：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)  
Financial information processing and development of emerging financial markets 期刊论文
FRONTIERS OF COMPUTER SCIENCE IN CHINA, 2010, 卷号: 4, 期号: 2, 页码: 185-186
作者:  Bai, Shuo;  Wang, Shouyang;  Yu, Lean;  Zhou, Aoying
收藏  |  浏览/下载：98/0  |  提交时间：2018/07/30
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：113/0  |  提交时间：2018/07/30
Multiagent ensemble learning  Support vector machine (SVM)  Diversity strategy  Ensemble strategy  Credit risk evaluation