Publications for Tianshi Chen
Co-author map based on ISI articles 2007-

Publications mentioned in social media 1 times*

Keywords

systems system stable results response regularized regularization processes problem pf paper model linear kernel impulse identification fir estimation dpf algorithm

Journal Articles

Gianluigi Pillonetto, Tianshi Chen, Alessandro Chiuso, Giuseppe De Nicolao and Lennart Ljung
  Regularized linear system identification using atomic, nuclear and kernel-based norms: The role of the stability constraint
  Automatica, 2016, 69, 137-149.
 Web of Science® Times Cited: 1

Tianshi Chen, Tohid Ardeshiri, Francesca P. Carli, Alessandro Chiuso, Lennart Ljung and Gianluigi Pillonetto
  Maximum entropy properties of discrete-time first-order stable spline kernel
  Automatica, 2016, 66, 34-38.

Henrik Ohlsson, Tianshi Chen, Sina Khoshfetratpakazad, Lennart Ljung and S. Shankar Sastry
  Scalable anomaly detection in large homogeneous populations
  Automatica, 2014, 50(5), 1459-1465.
   Fulltext  PDF  
 Web of Science® Times Cited: 1

Tianshi Chen, Martin S. Andersen, Lennart Ljung, Alessandro Chiuso and Gianluigi Pillonetto
  System Identification Via Sparse Multiple Kernel-Based Regularization Using Sequential Convex Optimization Techniques
  IEEE Transactions on Automatic Control, 2014, 59(11), 2933-2945.
 Web of Science® Times Cited: 5

Gianluigi Pillonetto, Francesco Dinuzzo, Tianshi Chen, Giuseppe De Nicolao and Lennart Ljung
  Kernel methods in system identification, machine learning and function estimation: A survey
 
Altmetric usage: 1

  Automatica, 2014, 50(3), 657-682.
   Fulltext  PDF  
 Web of Science® Times Cited: 31

Tianshi Chen and Lennart Ljung
  Implementation of algorithms for tuning parameters in regularized least squares problems in system identification
  Automatica, 2013, 49(7), 2213-2220.
   Fulltext  PDF  
 Web of Science® Times Cited: 11

Tianshi Chen, Henrik Ohlsson and Lennart Ljung
  On the Estimation of Transfer Functions, Regularizations and Gaussian Processes - Revisited
  Automatica, 2012, 48(8), 1525-1535.
   Fulltext  PDF  
 Web of Science® Times Cited: 46

Tianshi Chen, Thomas Schön, Henrik Ohlsson and Lennart Ljung
  Decentralized Particle Filter with Arbitrary State Decomposition
  IEEE Transactions on Signal Processing, 2011, 59(2), 465-478.
   Fulltext  PDF  
 Web of Science® Times Cited: 11

Tianshi Chen
  Comments on "State estimation for linear systems with state equality constraints" [Automatica 43 (2007) 1363-1368] in AUTOMATICA, vol 46, issue 11, pp 1929-1932
  Automatica, 2010, 46(11), 1929-1932.
 Web of Science® Times Cited: 6

Tianshi Chen and Jie Huang
  A Small Gain Approach to Global Stabilization of Nonlinear Feedforward Systems with Input Unmodeled Dynamics
  Automatica, 2010, 46(6), 1028-1034.
 Web of Science® Times Cited: 7

Tianshi Chen and Jie Huang
  Global Robust Output Regulation by State Feedback for Strict Feedforward Systems
  IEEE Transactions on Automatic Control, 2009, 54(9), 2157-2163.
   Fulltext  PDF  
 Web of Science® Times Cited: 14

Conference Articles

Tohid Ardeshiri and Tianshi Chen
  MAXIMUM ENTROPY PROPERTY OF DISCRETE-TIME STABLE SPLINE KERNEL
  2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP), 2015.


Lennart Ljung and Tianshi Chen
  What can regularization offer for estimation of dynamical systems?
  11th  IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, ALCOSP13, 2013.


  Fulltext PDF

Lennart Ljung and Tianshi Chen
  Convexity Issues in System Identification
  10th IEEE International Conference on Control & Automation, 2013.


 Web of Science® Times Cited: 1

Tianshi Chen, Lennart Ljung and Yanlong Zhao
  Impulse Response Estimation with Binary Measurements: A Regularized FIR Model
  Proceedings of the 16th IFAC Symposium on System Identification, 2012.


Henrik Ohlsson, Tianshi Chen, Sina Khoshfetrat Pakazad, Lennart Ljung and Shankar Sastry
  Distributed Change Detection
  Proceedings of the 16th IFAC Symposium on System Identification, 2012.


Tianshi Chen, Lennart Ljung, Martin Andersen, Alessandro Chiuso, Francesca Carli and Gianluigi Pillonetto
  Sparse multiple kernels for impulse response estimation with majorization minimization algorithms
  Decision and Control (CDC), 2012, 2012.


 Web of Science® Times Cited: 3

Tianshi Chen, Henrik Ohlsson, Graham C. Goodwin and Lennart Ljung
  Kernel Selection in Linear System Identification: Part II: A Classical Perspective
  Proceedings of the 50th IEEE Conference on Decision and Control, 2011.


 Web of Science® Times Cited: 6

Tianshi Chen, Thomas Schön, Henrik Ohlsson and Lennart Ljung
  Decentralization of Particle Filters Using Arbitrary State Decomposition
  Proceedings of the 49th IEEE Conference on Decision and Control, 2010.


Tianshi Chen, Henrik Ohlsson and Lennart Ljung
  On the Estimation of Transfer Functions, Regularizations and Gaussian Processes – Revisited
  Proceedings of the 18th IFAC World Congress, 2010.


* Social media data based on publications from 2011 to present and with a DOI; data delivered by Altmetric.com.