1. A Simulation-induced Regularization Method for System Identification⁎This work was supported by the Thousand Youth Talents Plan funded by the central government of China, the general project funded by NSFC under contract No. 61773329, the Shenzhen research projects funded by the Shenzhen Science and Technology Innovation Council under contract No. Ji-20170189, the President's grant under contract No. PF. 01.000249 and the Start-up grant under contract No. 2014.0003.23 funded by CUHKSZ. Issue 7 (2021) Authors: Chen, Tianshi; Ju, Yue; Zhang, Junpeng; Mu, Biqiang Journal: IFAC-PapersOnLine Issue: Volume 54:Issue 7(2021) Page Start: 726 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Asymptotic Properties of Generalized Cross Validation Estimators for Regularized System Identification. Issue 15 (2018) Authors: Mu, Biqiang; Chen, Tianshi; Ljung, Lennart Journal: IFAC-PapersOnLine Issue: Volume 51:Issue 15(2018) Page Start: 203 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Asymptotic Properties of Generalized Cross Validation Estimators for Regularized System Identification⁎. Issue 15 (2018) Authors: Mu, Biqiang; Chen, Tianshi; Ljung, Lennart Journal: IFAC-PapersOnLine Issue: Volume 51:Issue 15(2018) Page Start: 203 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Kernel-based Regularized Iterative Learning Control of Repetitive Linear Time-varying Systems⁎Yu's and Chen's contribution to this work was supported by the Thousand Youth Talents Plan funded by the central government of China, the general project funded by NSFC under contract No. 61773329, the Shenzhen research projects funded by the Shenzhen Science and Technology Innovation Council under contract No. Ji-20170189, the President's grant under contract No. PF. 01.000249 and the Start-up grant under contract No. 2014.0003.23 funded by CUHKSZ. Mu's contribution to this work was supported (in part) by the Strategic Priority Research Program of Chinese Academy of Sciences under Grant No. XDA27000000. Ljung's contribution to this work was supported by the Swedish Research Council, contract 2019-04956 and by Vinnova's center LINKSIC. Issue 7 (2021) Authors: Yu, Xian; Chen, Tianshi; Mu, Biqiang; Ljung, Lennart Journal: IFAC-PapersOnLine Issue: Volume 54:Issue 7(2021) Page Start: 738 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Model Error Modeling and Stochastic Embedding. Issue 28 (2015) Authors: Ljung, Lennart; Goodwin, Graham C.; Agüero, Juan C.; Chen, Tianshi Journal: IFAC-PapersOnLine Issue: Volume 48:Issue 28(2015) Page Start: 75 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Multiple Kernel Based Regularized System Identification with SURE Hyper-parameter Estimator. Issue 15 (2018) Authors: Hong, Shiying; Mu, Biqiang; Yin, Feng; Andersen, Martin S.; Chen, Tianshi Journal: IFAC-PapersOnLine Issue: Volume 51:Issue 15(2018) Page Start: 13 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. On kernel structures for regularized system identification (I): a machine learning perspective*. Issue 28 (2015) Authors: Chen, Tianshi; Ljung, Lennart Journal: IFAC-PapersOnLine Issue: Volume 48:Issue 28(2015) Page Start: 1035 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. On kernel structures for regularized system identification (II): a system theory perspective*. Issue 28 (2015) Authors: Chen, Tianshi; Ljung, Lennart Journal: IFAC-PapersOnLine Issue: Volume 48:Issue 28(2015) Page Start: 1041 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. On Semiseparable Kernels and Efficient Computation of Regularized System Identification and Function Estimation. Issue 2 (2020) Authors: Chen, Tianshi; Andersen, Martin S. Journal: IFAC-PapersOnLine Issue: Volume 53:Issue 2(2020) Page Start: 462 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. On Semiseparable Kernels and Efficient Computation of Regularized System Identification and Function Estimation⁎This work was supported by the Thousand Youth Talents Plan funded by the central government of China, the general project funded by NSFC under contract No. 61773329, the Shenzhen research projects funded by the Shenzhen Science and Technology Innovation Council under contract No. Ji-20170189 (JCY20170411102101881), the President's grant under contract No. PF. 01.000249 and the Start-up grant under contract No. 2014.0003.23 funded by the Chinese University of Hong Kong, Shenzhen. Issue 2 (2020) Authors: Chen, Tianshi; Andersen, Martin S. Journal: IFAC-PapersOnLine Issue: Volume 53:Issue 2(2020) Page Start: 462 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗