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Text-based crude oil price forecasting: A deep learning approach 期刊论文
INTERNATIONAL JOURNAL OF FORECASTING, 2019, 卷号: 35, 期号: 4, 页码: 1548-1560
作者:  Li, Xuerong;  Shang, Wei;  Wang, Shouyang
收藏  |  浏览/下载：204/0  |  提交时间：2020/01/10
Oil price forecasting  Financial markets  Online news  Text analysis  Convolutional neural network  
Variable selection of high-dimensional non-parametric nonlinear systems by derivative averaging to avoid the curse of dimensionality 期刊论文
AUTOMATICA, 2019, 卷号: 101, 页码: 138-149
作者:  Bai, Er-Wei;  Cheng, Changming;  Zhao, Wen-Xiao
收藏  |  浏览/下载：162/0  |  提交时间：2019/04/02
Variable selection  Nonlinear identification  Kernel  Non-parametric systems  
Functional prediction through averaging estimated functional linear regression models 期刊论文
BIOMETRIKA, 2018, 卷号: 105, 期号: 4, 页码: 945-962
作者:  Zhang, Xinyu;  Chiou, Jeng-Min;  Ma, Yanyuan
收藏  |  浏览/下载：151/0  |  提交时间：2019/03/05
Asymptotic optimality  Crossvalidation  Functional data  Model averaging  Weighting  
Portfolio selection under different attitudes in fuzzy environment 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 462, 页码: 278-289
作者:  Zhou, Xiaoyang;  Wang, Jue;  Yang, Xiangping;  Lev, Benjamin;  Tu, Yan;  Wang, Shouyang
收藏  |  浏览/下载：174/0  |  提交时间：2018/10/07
Portfolio selection  Conservative-neutral-aggressive attitude  Fuzzy variable  Value at risk, epsilon-constraint method  
Bayesian Neural Networks for Selection of Drug Sensitive Genes 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2018, 卷号: 113, 期号: 523, 页码: 955-972
作者:  Liang, Faming;  Li, Qizhai;  Zhou, Lei
收藏  |  浏览/下载：173/0  |  提交时间：2018/11/16
Cancer cell line encyclopedia  Nonlinear variable selection  Omics data  OpenMP  Parallel Markov chain Monte Carlo  
Local variable selection of nonlinear nonparametric systems by first order expansion 期刊论文
SYSTEMS & CONTROL LETTERS, 2018, 卷号: 111, 页码: 1-8
作者:  Zhao, Wenxiao;  Chen, Han-Fu;  Bai, Er-Wei;  Li, Kang
收藏  |  浏览/下载：137/0  |  提交时间：2018/07/30
Nonlinear ARX system  Variable selection  Local linear estimator  Strong consistency  
Variable Selection and Identification of High-Dimensional Nonparametric Additive Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 5, 页码: 2254-2269
作者:  Mu, Biqiang;  Zheng, Wei Xing;  Bai, Er-Wei
收藏  |  浏览/下载：114/0  |  提交时间：2018/07/30
Additive nonlinear systems  asymptotic normality  backfitting estimator  high-dimensional systems  nonnegative garrote estimator  set convergence  variable selection  
Optimal beta(k)-stable interval in VPRS-based group decision-making: A further application 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2011, 卷号: 38, 期号: 11, 页码: 13757-13763
作者:  Xie, Gang;  Wang, Shouyang;  Lai, K. K.
收藏  |  浏览/下载：91/0  |  提交时间：2018/07/30
beta(k)-Stable interval  Group consensus  Variable precision rough set  Petroleum investment  Risk management  
Some Notes on the Nonnegative Garrote 期刊论文
TECHNOMETRICS, 2010, 卷号: 52, 期号: 3, 页码: 349-361
作者:  Xiong, Shifeng
收藏  |  浏览/下载：86/0  |  提交时间：2018/07/30
Degree of freedom  Multicollinearity  Shrinkage  Variable selection  
Dynamic risk management in petroleum project investment based on a variable precision rough set model 期刊论文
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2010, 卷号: 77, 期号: 6, 页码: 891-901
作者:  Xie, Gang;  Yue, Wuyi;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载：100/0  |  提交时间：2018/07/30
Dynamic risk management  Petroleum  Variable precision rough set  Multi-objective programming