Matej Gašperin

Asst. Prof. Dr. Matej Gašperin


Department of Systems and Control
Jožef Stefan Institute
Jamova cesta 39, SI-1000 Ljubljana, Slovenia


Details of education

  • 2006 Diploma degree in Electrical Engineering, University of Ljubljana, Slovenia
  • 2011 Ph.D. at Jožef Stefan International Postgraduate School, Slovenia

Career to date

  • from 2006 to 2011 junior researcher at Jožef Stefan Institute
  • from 2012 - 2013 postdoctoral associate at University of West Bohemia, Pilsen, Czech Republic
  • from 2013 researcher at Jožef Stefan Institute, Ljubljana, Slovenia

Research interests

  • System Identification of Nonlinear Models
  • Discrete Time Optimal Filtering
  • Application of Expectation-Maximization algorithm to System Identification


  • ISA Transactions Best Paper Award (2009) (photo)
  • First prize at ICAMES conference (2005)
  • Award from Slovenian Ministry of Higher Education, Science and Technology for sudents who achieved noticable results at international meetings (2005)

Selected references
GAŠPERIN, Matej, JURIČIĆ, Đani, BOŠ KOSKI, Pavle, VIŽINTIN, Jožef. Model-based prognostics of gear health using stochastic dynamical models. Mechanical Systems and Signal Processing, 2011 25 (2011) 537 - 548
GAŠPERIN, Matej, JURIČIĆ, Đani. The uncertainty in burn prediction as a result of variable skin parameters: an experimental evaluation of burn-protective outfits. Burns, 2009 Volume 35, Issue 7, Pages 970-982
GAŠPERIN, Matej, BOŠ KOSKI, Pavle, JURIČIĆ, Đani. Prognosis of gear health using stochastic dynamical models with online parameter estimation. Proceedings of the 1st Annual Conference of the Prognostics and Health Management Society 2009, PHMSociety, San Diego, CA September 27 - October 1, 2009, 2009
GAŠPERIN, Matej, JURIČIĆ, Đani, MUSIZZA, Bojan, MEKJAVIČ, Igor. A model-based approach to the evaluation of flame-protective garments. ISA Transactions, 2008 vol. 47, no. 2, str. 198-210
GAŠPERIN, Matej (ur.), PREGELJ, Boštjan (ur.). Proceedings of the 9th International PhD Workshop on Systems and Control, October 1-3, 2008, Izola, Simonov zaliv, Slovenia : young generation viewpoint. Ljubljana: Institut Jožef Stefan, 2008. 1 optični disk (CD-ROM). ISBN 978-961-264-003-3. Sistemske zahteve: Adobe Acrobat Reader, 2008

Complete bibliography: available at COBISS