Variable selection in identification of a high dimensional nonlinear non-parametric system

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	Variable selection in identification of a high dimensional nonlinear non-parametric system
其他题名	Variable selection in identification of a high dimensional nonlinear non-parametric system
	Bai Erwei 1; Zhao Wenxiao 2; Zheng Weixing 3
	2015-01-01
发表期刊	控制理论与技术：英文版
ISSN	2095-6983
卷号	13.0 期号:1.0 页码:1-16
摘要	The problem of variable selection in system identification of a high dimensional nonlinear non-parametric system is described. The inherent difficulty, the curse of dimensionality, is introduced. Then its connections to various topics and research areas are briefly discussed, including order determination, pattern recognition, data mining, machine learning, statistical regression and manifold embedding. Finally, some results of variable selection in system identification in the recent literature are presented.
其他摘要	The problem of variable selection in system identification of a high dimensional nonlinear non-parametric system is described. The inherent difficulty, the curse of dimensionality, is introduced. Then its connections to various topics and research areas are briefly discussed, including order determination, pattern recognition, data mining, machine learning, statistical regression and manifold embedding. Finally, some results of variable selection in system identification in the recent literature are presented.
关键词	参数系统模式识别变量选择非线性高维数据挖掘机器学习统计回归
收录类别	CSCD
语种	中文
CSCD记录号	CSCD:5396924
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/52697
专题	中国科学院数学与系统科学研究院
作者单位	1.艾奥瓦大学 2.中国科学院国家数学与交叉科学中心 3.School of Computing, Engineering and Mathematics, University of Western Sydney
推荐引用方式 GB/T 7714	Bai Erwei,Zhao Wenxiao,Zheng Weixing. Variable selection in identification of a high dimensional nonlinear non-parametric system[J]. 控制理论与技术：英文版,2015,13.0(1.0):1-16.
APA	Bai Erwei,Zhao Wenxiao,&Zheng Weixing.(2015).Variable selection in identification of a high dimensional nonlinear non-parametric system.控制理论与技术：英文版,13.0(1.0),1-16.
MLA	Bai Erwei,et al."Variable selection in identification of a high dimensional nonlinear non-parametric system".控制理论与技术：英文版 13.0.1.0(2015):1-16.