Variable selection in identification of a high dimensional nonlinear non-parametric system
文献类型：期刊论文
| 作者 | Bai Erwei2; Zhao Wenxiao3; Zheng Weixing1 |
| 刊名 | 控制理论与技术：英文版
 |
| 出版日期 | 2015 |
| 卷号 | 13.0期号:1.0页码:1-16 |
| 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 |
| ISSN号 | 2095-6983 |
| 其他题名 | Variable selection in identification of a high dimensional nonlinear non-parametric system |
| 英文摘要 | 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. |
| 语种 | 中文 |
| CSCD记录号 | CSCD:5396924 |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/52696]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 作者单位 | 1.School of Computing, Engineering and Mathematics, University of Western Sydney 2.艾奥瓦大学 3.中国科学院国家数学与交叉科学中心 |
| 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
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