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Sparse system identification for stochastic systems with general observation sequences 期刊论文
AUTOMATICA, 2020, 卷号: 121, 页码: 13
作者:  Zhao, Wenxiao;  Yin, George;  Bai, Er-Wei
收藏  |  浏览/下载：169/0  |  提交时间：2021/01/14
Stochastic system  Sparse identification  Feedback control  Strong consistency  
Asymptotic efficiency and probabilistic error bound for maximum likelihood-based identification of finite impulse response systems with binary-valued observations and unreliable communications 期刊论文
INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2020, 页码: 18
作者:  Guo, Jin;  Cheng, Jing;  Xue, Wenchao;  Zhao, Yanlong
收藏  |  浏览/下载：199/0  |  提交时间：2020/10/12
binary-valued observations  FIR systems  packet losses  parameter identification  transmission errors  
Recovering Network Structures With Time-Varying Nodal Parameters 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 7, 页码: 2588-2598
作者:  Wang, Xiong;  Lu, Jinhu;  Wu, Xiaoqun
收藏  |  浏览/下载：189/0  |  提交时间：2020/09/23
Complex networks  Time-varying systems  Taylor series  Power system dynamics  Vehicle dynamics  Topology  Complex network  Lasso method  network reconstruction  time-varying nodal parameter  
Credit Scoring Based on the Set-Valued Identification Method 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 13
作者:  Wang, Ximei;  Hu, Min;  Zhao, Yanlong;  Djehiche, Boualem
收藏  |  浏览/下载：140/0  |  提交时间：2020/09/23
Credit scoring  logistic regression model  prediction accuracy  set-valued model  
A shift in paradigm for system identification 期刊论文
INTERNATIONAL JOURNAL OF CONTROL, 2020, 卷号: 93, 期号: 2, 页码: 173-180
作者:  Ljung, Lennart;  Chen, Tianshi;  Mu, Biqiang
收藏  |  浏览/下载：119/0  |  提交时间：2020/05/24
System identification  linear regressions  bias-variance tradeoff  regularisation  kernel methods