The University of Kitakyushu Faculty of Environmental Engineering

Yusuke FUJIMOTO

Faculty of Environmental Engineering and Graduate School of Environmental Engineering

The University of Kitakyushu

Name Yusuke FUJIMOTO

Title Lecturer
Degree Doctor of Informatics
Department Department of Information and Media Engineering
E-maily-fujimoto[ at ]kitakyu-u.ac.jp
*Please change "[at]" to "@".
Education 2018: Ph. D from Kyoto University
Employment History 2018. 4-- Lecturer, the University of Kitakyushu.
Teaching Activities Applied Control Engineering, System Control II, Linear System Analysis
Research Interest Control theory, system identification, machine learning
Publications
  1. 1. Yusuke Fujimoto, Wataru Kasai, Toshiharu Sugie:
  2.     Informative Input Design for Bayesian Identification of LPV systems,
  3.     SICE Journal of Control, Measurement, and System Integration, Vol. 11, No. 3, 2018 (to appear)
  4. 2.  Yusuke Fujimoto, Ichiro Maruta, Toshiharu Sugie:
        Input Design for Kernel-Based System Identification from the Viewpoint of Frequency Response, 
        IEEE Transactions on Aurtomatic Control, Vol. 63, No. 10 (2018) (to appear)
  5. 3. Yusuke Fujimoto, Toshiharu Sugie:
        Informative Input Design for Kernel-Based System Identification,  
        Automatica (accepted)
  6. 4. Yusuke Fujimoto, Ichiro Maruta, Toshiharu Sugie:
        Optimal distance function for locally weighted average prediction of Just-in-Time Methods, 
        Asian Journal of Control (accepted)
  7. 5. Y. Fujimoto, I. Maruta, T. Sugie:
        Data-driven Control Using Non-parametric Representation,
        Transactions of the Society of Instrument and Control Engineers,vol. 51, No. 12, pp. 829-835 (2015.12) (In Japanese)
  8. 6. Y. Fujimoto, I. Maruta, T. Sugie:
       Construction of non-parametric PWA models with estimated Hessian,
       Transactions of the Society of Instrument and Control Engineers,vol. 51, No. 3, pp. 197-205 (2015.3) (In Japanese)
  9. 7. Y. Fujimoto, I. Maruta, T. Sugie:
       Simplification of Non-parametric PWA models based on l1 Optimization,
       Transactions of the Institute of Systems, Control, and Information Engineers,vol. 27, No. 4, pp. 141-148 (2014.4) (In Japanese)
Other activities
URL