Publications in year 2014 - Department of Systems and Control - Jožef Stefan Institute

Publications in year 2014

Original Scientific Article (1.01)
Debenjak, Andrej, Boškoski, Pavle, Musizza, Bojan, Petrovčič, Janko, Juričić, Ðani. Fast measurement of proton exchange membrane fuel cell impedance based on pseudo-random binary sequence perturbation signals and continuous wavelet transform. Journal of Power Sources, 2014, vol. 254, 112-118.
MADJAROV, Ivan, KOCIJAN, Juš, GRANCHAROVA, Alexandra, SHISHEDJIEV, Bogdan. Towards a service-based framework for environmental data processing. International journal of advanced computer science & applications, 2014, vol. 5, no. 4, 44-51.
LEAMY, Darren, KOCIJAN, Juš, DOMIJAN, Katarina, DUFFIN, Joseph, ROCHE, Richard A. P., COMMINS, Sean, COLLINS, Rónán, WARD, Tomás E. An exploration of EEG features during recovery following stroke - implications for BCI-mediated neurorehabilitation therapy. Journal of neuroengineering and rehabilitation, 2014, vol. 11, no. 9, 1-16.
Boškoski, Pavle, Debenjak, Andrej. Optimal selection of proton exchange membrane fuel cell condition monitoring thresholds. Journal of Power Sources, Elsevier, 2014, vol. 268, 692–699.
STEPANČIČ, Martin, KOCIJAN, Juš. Prediktivno vodenje nestabilnega sistema s sprotno identifikacijo verjetnostnega modela. Ventil, 2014, oct. 2014, vol.. 20, no. 5, 374-380.
Published Scientific Conference contribution (1.08)
STEPANČIČ, Martin, KOCIJAN, Juš. Model predictive control of bioreactor with evolving Gaussian process model. 6. študentska konferenca Mednarodne podiplomske šole Jožefa Stefan = 6th Jožef Stefan International Postgraduate School Students' Conference, 20.-22. 05. 2014, Ljubljana. TRDIN, Nejc (ur.), et al. Zbornik : 1. del = Proceedings : part 1, Ljubljana: Mednarodna podiplomska šola Jožefa Stefana, 2014, 151-160.
ALEKSOVSKI, Darko, KOCIJAN, Juš, DŽEROSKI, Sašo. Model tree ensembles for the identification of multiple-output systems. ECC 14, European Control Conference, June 24-27, 2014, Strasbourg, France, European Control Association, 2014, 750-755.
PETELIN, Dejan, MLAKAR, Primož, BOŽNAR, Marija, GRAŠIČ, Boštjan, KOCIJAN, Juš. Ozone forecasting using Gaussian processes and perceptron neural networks. 16th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, 8-11 September 2014, Varna, Bulgaria. BATCHVAROVA, Ekaterina (ed.), KIROVA, Hristina (ed.), HRISTOVA, Elena (ed.). HARMO 16 : proceedings, Sofia: National Institute of Meteorology and Hydrology, Bulgarian Academy of Sciences, 2014, .
PETELIN, Dejan, KOCIJAN, Juš. Evolving Gaussian process models for predicting chaotic time-series. IEEE Conference on Evolving and Adaptive Intelligent Systems, June 2-4, 2014, Linz, Austria. IEEE EAIS 2014, IEEE, 2014, .
STEPANČIČ, Martin, KOCIJAN, Juš. Vodenje nestabilnega hidravličnega sistema z modelom na podlagi Gaussovih procesov. 6. industrijski forum IRT, Portorož, 9.-11. junij 2014. ŠVETAK, Darko (ur.). Vir znanja in izkušenj za stroko : zbornik foruma, Škofljica: Profidtp, 2014, 35-40.
Independent Scientific Component Part in a Monograph (1.16)
KOCIJAN, Juš, GRANCHAROVA, Alexandra. Application of Gaussian processes to the modelling and control in process engineering. BALAS, Valentina Emilia (ed.), JAIN, Lakhmi (ed.), KOPRINKOVA-HRISTOVA, Petia (ed.). Innovations in intelligent machines-5 : computational intelligence in control systems engineering, (Studies in computational intelligence, ISSN 1860-949X, 561), Berlin; Heidelberg: Spinger-Verlag, 2014, 155-190.
KOCIJAN, Juš, GRANCHAROVA, Alexandra. Application of Gaussian processes to the modelling and control in process engineering. BALAS, Valentina Emilia (ed.), JAIN, Lakhmi (ed.), KOPRINKOVA-HRISTOVA, Petia (ed.). Innovations in intelligent machines-5: computational intelligence in control systems engineering, (Studies in computational intelligence, Spinger-Verlag, 2014, 155-190.
Other Monographs and Other Completed works (2.25)
KARBA, Rihard, KARER, Gorazd, KOCIJAN, Juš, BAJD, Tadej, ŽAGAR KARER, Mojca. Terminološki slovar avtomatike. , Ljubljana: Založba ZRC, 2014, .