Jožef Stefan Institute Department of Systems and Control Jožef Stefan Institute

Publications in year 2011

Original Scientific Article (1.01)

  1. 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.
  2. PETELIN, Dejan, KOCIJAN, Juš, GRANCHAROVA, Alexandra. On-line Gaussian process model for the prediction of the ozone concentration in the air. Comptes Rendus de l Academie Bulgare des Sciences, 2011, vol. 64, no. 1. link
  3. GRANCHAROVA, Alexandra, KOCIJAN, Juš, JOHANSEN, Tor Arne. Explicit output-feedback nonlinear predictive control based on black-box models. Eng. appl. artif. intell, 2011, vol. 24, no. 2, 388-397. link
  4. AŽMAN, Kristjan, KOCIJAN, Juš. Dynamical systems identification using Gaussian process models with incorporated local models. Eng. appl. artif. intell, 2011, vol. 24, no. 2, 398-408. link
  5. PREGELJ, Boštjan, VREČKO, Darko, JOVAN, Vladimir. Improving the operation of a fuel-cell power unit with supervision control - A simulation study. Journal of Power Sources, Elsevier, 2011, Vol 196, No 22, 9419-9428. link

Published Scientific Conference contribution (invited lecture) (1.06)

  1. KOCIJAN, Juš. Control algorithms based on Gaussian process models : a state-of-the-art survey. Special International Conference on Complex systems: synergy of control communications and computing, September 16-20, 2011, Ohrid, Republic of Macedonia. Proceedings of COSY 2011 papers : in honour of professor Georgi M. Dimirovski, Skopje: Society for Electronics, Telecommunications, Automation, and Informatics of the Republic of Macedonia, 2011, 69-80.

Published Scientific Conference contribution (1.08)

  1. PETELIN, Dejan, FILIPIČ, Bogdan, KOCIJAN, Juš. Optimization of Gaussian process models with evolutionary algorithms. Adaptive and Natural Computing Algorithms, 10th International Conference, ICANNGA 2011, Proceedings, Part I, Springer, 2011. link
  2. KOCIJAN, Juš, PETELIN, Dejan. Output-error model training for Gaussian process models. Adaptive and Natural Computing Algorithms, 10th International Conference, ICANNGA 2011, Proceedings, Part II, Springer, 2011. link
  3. PETELIN, Dejan, KOCIJAN, Juš. Control System with Evolving Gaussian Process Models. 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011. link
  4. KOCIJAN, Juš, TANKO, Vesna. Prognosis of gear health using Gaussian process model. Proceedings IEEE Eurocon 2011 International Conference Computer as a tool, 27-29 April, 2011, Lisbon, Portugal, 2011. link
  5. JURIČIĆ, Đani, ETTLER, Pavel, KOCIJAN, Juš. Fault detection based on Gaussian process models : an application to the rolling mill. V: FERRIER, Jean-Louis (ur.). ICINCO 2011, 8th International Conference on Informatics in Control, Automation, 28-31 July 2011, Noordwijkerhout, The Netherlands. Proceedings. Volume 2, SciTePress: = Science and Technology Publications, 2011, 437-440.
  6. PETELIN, Dejan, ŠINDELÁŘ, Jan, PŘIKRYL, Jan, KOCIJAN, Juš. Financial modeling using Gaussian process models. IDAACS\\\'11 : proceedings of the 6th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 15-17 September, 2011, Prague, Czech Republic. 2 Vol, Piscataway: IEEE: = Institute of Electrical and Electronics Engineers, 2011, vol. 1, 672-677. link
  7. GRANCHAROVA, Alexandra, KOCIJAN, Juš. Explicit stochastic model predictive control of gas-liquid separator based on Gaussian process model. International Conference Automatics and Informatics\'11, Bulgaria, Sofia, October 3-7, 2011. Proceedings : John Atanasoff celebration days, Sofia: John Atanasoff Society of Union of Automation and Informatics, 2011, B-85-B-88.