KMS Of Academy of mathematics and systems sciences, CAS
| Variable selection in identification of a high dimensional nonlinear non-parametric system | |
| Alternative Title | Variable selection in identification of a high dimensional nonlinear non-parametric system |
| Bai Erwei1; Zhao Wenxiao2; Zheng Weixing3 | |
| 2015 | |
| Source Publication | 控制理论与技术：英文版
 |
| ISSN | 2095-6983 |
| Volume | 13.0Issue:1.0Pages:1-16 |
| Abstract | 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. |
| Other Abstract | 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. |
| Keyword | 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 |
| Indexed By | CSCD |
| Language | 中文 |
| CSCD ID | CSCD:5396924 |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.amss.ac.cn/handle/2S8OKBNM/52697 |
| Collection | 中国科学院数学与系统科学研究院 |
| Affiliation | 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 |
| Recommended Citation 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. |
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