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Publications in year 2013

Original Scientific Article (1.01)
Glavan, Miha, Gradišar, Dejan, Stanko, Strmčnik, Gašper Mušič. Production modelling for holistic production control. Simulation Modelling Practice and Theory, 2013, 30, p. 1–20.
Debenjak, Andrej, Gašperin, Matej, Pregelj, Boštjan, Atanasijević-Kunc, Maja, Petrovčič, Janko, Jovan, Vladimir. Detection of Flooding and Drying inside a PEM Fuel Cell Stack. Strojniški vestnik - Journal of Mechanical Engineering, 2013, 59 (2013)1, 56-64, DOI:10.5545/sv-jme.2012.640.
MLAKAR, Miha, PETELIN, Dejan, TUŠAR, Tea, FILIPIČ, Bogdan. GP-DEMO: Di fferential evolution for multiobjective optimization based on Gaussian process models. European Journal of Operational Research, Elsevier, 2013, Submitted.
PETELIN, Dejan, GRANCHAROVA, Alexandra, KOCIJAN, Juš. Evolving Gaussian process models for prediction of ozone concentration in the air. Simulation Modelling Practice and Theory, Elsevier, 2013, vol. 33, 68-80.
BOŠKOSKI, Pavle, GAŠPERIN, Matej, PETELIN, Dejan. Bearing fault prognostics using Rényi entropy based features and Gaussian process models. Mechanical Systems and Signal Processing, Elsevier, 2013, Submitted.
KOCIJAN, Juš, HVALA, Nadja. Sequencing batch-reactor control using Gaussian-process models. Bioresour. technol, Elsevier, 2013, vol. 137, 340-348.
ALEKSOVSKI, Darko, KOCIJAN, Juš, DŽEROSKI, Sašo. Model tree ensembles for modeling dynamic systems. Lecture notes in computer science, ISSN 0302-9743, Lecture notes in artificial intelligence, 8140, Berlin, Heidelberg: Springer, 2013, .
Published Scientific Conference contribution (invited lecture) (1.06)
KOCIJAN, Juš. Incorporating knowledge about model structure in the identification of Gaussian-process models. KANARACHOS, Andreas (ur.). Recent advances in telecommunications, signals and systems : proceedings of the 12th International Conference on Data Networks, Communications, Computer (DNCOCO ʼ13), proceedings of the 12th International Conference on Non-Linear Analysis, Non-Linear Systems and Chaos (NOLASC ʼ13), proceedings of the 9th International Conference on Dynamical Systems and Control (CONTROL ʼ13), proceedings of the 6th International Conference on Sensors and Signals (SENSIG ʼ13), proceedings of the International Conference on Visualization, Imaging and Simulations (VIS ʼ13), Marc 21-23, 2013, Lemesos, Cyprus, (Recent advances in electrical engineering series, 10), 2013, 124-129.
Published Scientific Conference contribution (1.08)
GRAŠIČ, Boštjan, MLAKAR, Primož, BOŽNAR, Marija, KOCIJAN, Juš, TINARELLI, Gianni. High quality air pollution dispersion modelling using high computational performance Lagrangian particle model. Proceedings of the 15th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, Madrid, Spain, 6-9 May 2013, Madrid: Computer Science School, 2013, 337-342.
GOLJEVŠČEK, Luka, KOCIJAN, Juš. Comparison between Gaussian process regression and support vector machines regression. Proceedings of the 16th International Multiconference Information Society - IS 2013, October 7th-11th, 2013, Ljubljana, Slovenia, Ljubljana: Institut Jožef Stefan, 2013, 47-50.
Nerat, Marko, Vrančić, Damir, Petrovčič, Janko, Krančan, Samo. Razvoj inteligentnih elektromotornih pogonov za ventile. Zbornik dvaindvajsete mednarodne Elektrotehniške in računalniške konference ERK 2013, 16.-18. september 2013, Portorož, Slovenija, Zv. a, str. 107-110, Ljubljana: IEEE Region 8, Slovenska sekcija IEEE, 2013, .
Independent Scientific Component Part in a Monograph (1.16)
PETELIN, Dejan, KOCIJAN, Juš. Streaming-data selection for Gaussian-process modeling. BORGELT, Christian. Towards advanced data analysis by combining soft computing and statistics, (Studies in fuzziness and soft computing, vol. 285). Heidelberg, Springer, 2013, 177-190.
GERKŠIČ, Samo, DOLANC, Gregor, VRANČIĆ, Damir, KOCIJAN, Juš, STRMČNIK, Stanko, BLAŽIČ, Sašo, ŠKRJANC, Igor, MARINŠEK, Zoran, BOŽIČEK, Miha, STATHAKI, Anna, KING, Robert Bruce, HADJISKI, Mincho B., BOSHNAKOV, Kosta. A PLC-based system for advanced control. STRMČNIK, Stanko (ur.), JURIČIĆ, Đani (ur.). Case studies in control : putting theory to work, (Advances in industrial control, ISSN 1430-9491), London [etc.]: Springer, 2013, 327-361.
KOCIJAN, Juš. The divide-and-Conquer method for modelling and control of nonlinear s ystems : some important issues concerning its application. STRMČNIK, Stanko (ur.), JURIČIĆ, Đani (ur.). Case studies in control : putting theory to work, (Advances in industrial control, ISSN 1430-9491), London [etc.]: Springer, 2013, 101-126.