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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：189/0  |  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：111/0  |  提交时间：2018/07/30
Credit risk evaluation  Weighted LSSVM classifier  Least squares algorithm  Design of experiment  Parameter selection  
Fuzzy-based network bandwidth design under demand uncertainty 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2010, 卷号: 23, 期号: 1, 页码: 61-70
作者:  Yu, Lean;  Yue, Wuyi;  Wang, Shouyang
收藏  |  浏览/下载：98/0  |  提交时间：2018/07/30
Communication networks  demand uncertainty  fuzzy set theory  network bandwidth design  network optimization  
A MODIFIED LEAST SQUARES SUPPORT VECTOR MACHINE CLASSIFIER WITH APPLICATION TO CREDIT RISK ANALYSIS 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2009, 卷号: 8, 期号: 4, 页码: 697-710
作者:  Yu, Lean;  Wang, Shouyang;  Cao, Jie
收藏  |  浏览/下载：105/0  |  提交时间：2018/07/30
Least squares support vector machine classifier  regularization parameter  prior knowledge  credit risk analysis  
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：114/0  |  提交时间：2018/07/30
Crude oil price  Event analysis  Empirical mode decomposition  Impact of extreme events  
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：109/0  |  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：102/0  |  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