Jus Kocijan

44 papers B 1C 2Misc 1Journal 25Unranked 14
YearRankTypeTitle / Venue / Authors
2024 Misc conf
A Novel Study on Modelling and Adaptive Optimal Control of a Tubular Reactor Based on Gaussian Processes.
AIMSA
Alexandra Grancharova, Junhong Xie, Jus Kocijan
2023 J jnl
Distributed predictive control based on Gaussian process models.
Autom.
Alexandra Grancharova, Ivana Valkova, Nadja Hvala, Jus Kocijan
2023 J jnl
Introduction to the special issue on Intelligent Control and Optimisation.
Eng. Appl. Artif. Intell.
Seán F. McLoone, Kevin Guelton, Thierry-Marie Guerra, Gian Antonio Susto, Jus Kocijan, Diego Romeres
2021 J jnl
Data-driven method for the improving forecasts of local weather dynamics.
Eng. Appl. Artif. Intell.
Tadej Krivec, Jus Kocijan, Matija Perne, Bostjan Grasic, Marija Zlata Boznar, Primoz Mlakar
2021 J jnl
Dynamic System Identification of Underwater Vehicles Using Multi-Output Gaussian Processes.
Int. J. Autom. Comput.
Wilmer Ariza Ramirez, Jus Kocijan, Zhi Quan Leong, Hung Duc Nguyen, Shanti D. Gamini Jayasinghe
2021 J jnl
Input variable selection using machine learning and global sensitivity methods for the control of sludge bulking in a wastewater treatment plant.
Comput. Chem. Eng.
Nadja Hvala, Jus Kocijan
2020 J jnl
Design of a hybrid mechanistic/Gaussian process model to predict full-scale wastewater treatment plant effluent.
Comput. Chem. Eng.
Nadja Hvala, Jus Kocijan
2020 J jnl
Dynamic System Identification of Underwater Vehicles Using Multi-Output Gaussian Processes.
CoRR
Wilmer Ariza Ramirez, Jus Kocijan, Zhi Quan Leong, Hung Duc Nguyen, Shantha Gamini Jayasinghe
2020 J jnl
Equation Discovery for Nonlinear System Identification.
IEEE Access
Nikola Simidjievski, Ljupco Todorovski, Jus Kocijan, Saso Dzeroski
2020 J jnl
Sparse and hybrid modelling of relative humidity: the Krško basin case study.
CAAI Trans. Intell. Technol.
Jus Kocijan, Matija Perne, Bostjan Grasic, Marija Zlata Boznar, Primoz Mlakar
2019 J jnl
Equation Discovery for Nonlinear System Identification.
CoRR
Nikola Simidjievski, Ljupco Todorovski, Jus Kocijan, Saso Dzeroski
2017 — conf
On-line identification with regularised Evolving Gaussian process.
EAIS
Martin Stepancic, Jus Kocijan
2016 J jnl
Ensembles of Fuzzy Linear Model Trees for the Identification of Multioutput Systems.
IEEE Trans. Fuzzy Syst.
Darko Aleksovski, Jus Kocijan, Saso Dzeroski
2016 C conf
Local Ozone Prediction with Hybrid Model.
SIMULTECH
Dejan Gradisar, Bostjan Grasic, Marija Zlata Boznar, Primoz Mlakar, Jus Kocijan
2015 J jnl
Model-Tree Ensembles for noise-tolerant system identification.
Adv. Eng. Informatics
Darko Aleksovski, Jus Kocijan, Saso Dzeroski
2015 J jnl
Regressor selection for ozone prediction.
Simul. Model. Pract. Theory
Jus Kocijan, Marko Hancic, Dejan Petelin, Marija Zlata Boznar, Primoz Mlakar
2014 — ch.
Application of Gaussian Processes to the Modelling and Control in Process Engineering.
Innovations in Intelligent Machines (5)
Jus Kocijan, Alexandra Grancharova
2014 — conf
Evolving Gaussian process models for predicting chaotic time-series.
EAIS
Dejan Petelin, Jus Kocijan
2014 — conf
Model Tree Ensembles for the Identification of Multiple-Output Systems.
ECC
Darko Aleksovski, Jus Kocijan, Saso Dzeroski
2013 J jnl
Evolving Gaussian process models for prediction of ozone concentration in the air.
Simul. Model. Pract. Theory
Dejan Petelin, Alexandra Grancharova, Jus Kocijan
2013 B conf
Model Tree Ensembles for Modeling Dynamic Systems.
Discovery Science
Darko Aleksovski, Jus Kocijan, Saso Dzeroski
2011 — conf
Control system with evolving Gaussian process models.
EAIS
Dejan Petelin, Jus Kocijan
2011 J jnl
Dynamical systems identification using Gaussian process models with incorporated local models.
Eng. Appl. Artif. Intell.
Kristjan Azman, Jus Kocijan
2011 J jnl
Explicit output-feedback nonlinear predictive control based on black-box models.
Eng. Appl. Artif. Intell.
Alexandra Grancharova, Jus Kocijan, Tor Arne Johansen
2011 — conf
Fault Detection based on Gaussian Process Models - An Application to the Rolling Mill.
ICINCO (1)
Ðani Juricic, Pavel Ettler, Jus Kocijan
2011 — conf
Financial modeling using Gaussian process models.
IDAACS (2)
Dejan Petelin, Jan Sindelár, Jan Prikryl, Jus Kocijan
2011 — conf
Optimization of Gaussian Process Models with Evolutionary Algorithms.
ICANNGA (1)
Dejan Petelin, Bogdan Filipic, Jus Kocijan
2011 — conf
Output-Error Model Training for Gaussian Process Models.
ICANNGA (2)
Jus Kocijan, Dejan Petelin
2011 — conf
Prognosis of gear health using Gaussian process model.
EUROCON
Jus Kocijan, Vesna Tanko
2009 — conf
Application of varying parameters modelling with Gaussian processes.
ICONS
Jus Kocijan, Kristjan Azman
2009 J jnl
Fixed-structure Gaussian process model.
Int. J. Syst. Sci.
Kristjan Azman, Jus Kocijan
2008 J jnl
Explicit stochastic predictive control of combustion plants based on Gaussian process models.
Autom.
Alexandra Grancharova, Jus Kocijan, Tor Arne Johansen
2008 J jnl
Gas-liquid separator modelling and simulation with Gaussian-process models.
Simul. Model. Pract. Theory
Jus Kocijan, Bojan Likar
2007 J jnl
Predictive control of a gas-liquid separation plant based on a Gaussian process model.
Comput. Chem. Eng.
Bojan Likar, Jus Kocijan
2007 — conf
The concept for Gaussian process model based system identification toolbox.
CompSysTech
Jus Kocijan, Kristjan Azman, Alexandra Grancharova
2004 J jnl
Explicit model predictive control of gas-liquid separation plant via orthogonal search tree partitioning.
Comput. Chem. Eng.
Alexandra Grancharova, Tor Arne Johansen, Jus Kocijan
2004 C conf
Gaussian process model based predictive control.
ACC
Jus Kocijan, Roderick Murray-Smith, Carl E. Rasmussen, Agathe Girard
2004 J jnl
Simulation of Fuzzy-Logic-Based Intelligent Wheelchair Control System.
J. Intell. Robotic Syst.
Iztok Spacapan, Jus Kocijan, Tadej Bajd
2003 — conf
Explicit model predictive control of gas-liquid separation plant.
ECC
Alexandra Grancharova, Tor Arne Johansen, Jus Kocijan
2003 — conf
Nonlinear Predictive Control with a Gaussian Process Model.
European Summer School on Multi-AgentControl
Jus Kocijan, Roderick Murray-Smith
2001 J jnl
Nonlinear state and parameter estimation in batch biological wastewater treatment.
Int. J. Syst. Sci.
Nadja Hvala, Gregor Bavdaz, Jus Kocijan
1998 J jnl
Neuro-fuzzy Model-based Control.
J. Intell. Robotic Syst.
Drago Matko, Katarina Kavsek-Biasizzo, Jus Kocijan
1997 J jnl
A chemical process application of multivariable control hardware and algorithm testing by means of simulation.
Simul. Pract. Theory
Jus Kocijan, Rihard Karba
1992 — conf
Decentralized Control Tuning with Simulation.
EUROSIM
Jus Kocijan, Rihard Karba