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Roland Toth

  • Ph.d.
  • Assistant Professor
  • Eindhoven University of Technology
  • 14h-indexImpact measure calculated using publication and citation counts. Updated daily.
  • 685CitationsNumber of citations received by Roland's publications. Updated daily.

Other IDs

Research interests

especially linear parameter-varying models. Control and modeling of process systems and motion control of mechatronic applications.Identification and modeling of physical and chemical systems using nonlinear and time-varying model structures

About

Date of birth: 07/09/1979 Place: Miskolc, Hungary

Co-authors (64)

Publications

An Instrumental Least Squares Support Vector Machine for System Identification

  • Roland T
  • Laurain V
Worshop on Machine Learning for System Identification (2013)
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Nonparametric Identification of LPV Models under General Noise Conditions: An LS-SVM Based Approach

  • Vincent L
  • Tóth R
  • Zheng W
Proc. of the 16th IFAC Symposium on System Identification (2012)
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Full text

On the problem of Model Reduction of LPV Systems

  • Siraj M
  • Tóth R
31st Benelux Meeting on Systems and Control (2012)
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Order and structural dependence selection of LPV-ARX models revisited

  • Tóth R
  • Hjalmarsson H
  • Rojas C
Proc. of the 51st IEEE Conf. on Decision and Control (2012)
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Introducing Instrumental Variables in the LS-SVM Based Identification Framework

  • Laurain V
  • Zheng W
  • Tóth R
Proc. of the 50th IEEE Conf. on Decision and Control (2011)
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Professional experience

Assistant Professor

Eindhoven University of Technology

August 2012 - Present

Assistant Professor

Delft - University of Technology

May 2011 - August 2012(a year)

Postdoc researcher

University of California at Berkeley

September 2010 - May 2011(8 months)

Postdoc researcher

Delft University of Technology

December 2008 - September 2010(2 years)

Phd student

Delft University of Technology

August 2004 - December 2008(4 years)

Education history

Phd in control engineering

Delft University of Technology

August 2004 - December 2009(5 years)

BSc in Electrical Engineering

Pannon University

September 2001 - June 2004(3 years)

Msc in Information Technology

Pannon University

September 1999 - June 2004(5 years)