Concepedia
Statistics
Publications
54
Citations
3.2K
H-Index
27
Active since
1966
Affiliations
Linköping University(Current)
Chinese University of Hong Kong, Shenzhen
Shenzhen Research Institute of Big Data
Chinese Academy of Sciences
University of Padua
Tianshi Chen is an author at Linköping University specializing in computing, computer science, and system identification.
Publications per year
1966–2023
Kernel methods in system identification, machine learning and function estimation: A survey
Gianluigi Pillonetto, Francesco Dinuzzo, Tianshi Chen et al. · Automatica · 2014 · 732 citations · Full text
Computing, Computer Science, Systems Engineering +16
On the estimation of transfer functions, regularizations and Gaussian processes—Revisited
Tianshi Chen, Henrik Ohlsson, Lennart Ljung · Automatica · 2012 · 450 citations · Full text
Engineering, Data Science, Statistical Learning +8
System Identification Via Sparse Multiple Kernel-Based Regularization Using Sequential Convex Optimization Techniques
Tianshi Chen, Martin S. Andersen, Lennart Ljung et al. · IEEE Transactions on Automatic Control · 2014 · 169 citations
Computing, Computer Science, Systems Engineering +17
Implementation of algorithms for tuning parameters in regularized least squares problems in system identification
Tianshi Chen, Lennart Ljung · Automatica · 2013 · 135 citations · Full text
Engineering, Computer Science, Mathematics +14
A shift in paradigm for system identification
Lennart Ljung, Tianshi Chen, Biqiang Mu · International Journal of Control · 2019 · 132 citations · Full text
Computing, Systems Engineering, Machine Learning +7
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