Decentralized Control Tuning with Simulation. - Jus Kocijan; Rihard Karba (EUROSIM, 1992)

A chemical process application of multivariable control hardware and algorithm testing by means of simulation. - Jus Kocijan; Rihard Karba (Simul. Pract. Theory, 1997)

Neuro-fuzzy Model-based Control. - Drago Matko; Katarina Kavsek-Biasizzo; Jus Kocijan (J. Intell. Robotic Syst., 1998)

Nonlinear state and parameter estimation in batch biological wastewater treatment. - Nadja Hvala; Gregor Bavdaz; Jus Kocijan (Int. J. Syst. Sci., 2001)

Nonlinear Predictive Control with a Gaussian Process Model. - Jus Kocijan; Roderick Murray-Smith (European Summer School on Multi-AgentControl, 2003)

Explicit model predictive control of gas-liquid separation plant. - Alexandra Grancharova; Tor Arne Johansen; Jus Kocijan (ECC, 2003)

Gaussian process model based predictive control. - Jus Kocijan; Roderick Murray-Smith; Carl E. Rasmussen; Agathe Girard (ACC, 2004)

Explicit model predictive control of gas-liquid separation plant via orthogonal search tree partitioning. - Alexandra Grancharova; Tor Arne Johansen; Jus Kocijan (Comput. Chem. Eng., 2004)

Simulation of Fuzzy-Logic-Based Intelligent Wheelchair Control System. - Iztok Spacapan; Jus Kocijan; Tadej Bajd (J. Intell. Robotic Syst., 2004)

The concept for Gaussian process model based system identification toolbox. - Jus Kocijan; Kristjan Azman; Alexandra Grancharova (CompSysTech, 2007)

Predictive control of a gas-liquid separation plant based on a Gaussian process model. - Bojan Likar; Jus Kocijan (Comput. Chem. Eng., 2007)

Explicit stochastic predictive control of combustion plants based on Gaussian process models. - Alexandra Grancharova; Jus Kocijan; Tor Arne Johansen (Autom., 2008)

Gas-liquid separator modelling and simulation with Gaussian-process models. - Jus Kocijan; Bojan Likar (Simul. Model. Pract. Theory, 2008)

Application of varying parameters modelling with Gaussian processes. - Jus Kocijan; Kristjan Azman (ICONS, 2009)

Fixed-structure Gaussian process model. - Kristjan Azman; Jus Kocijan (Int. J. Syst. Sci., 2009)

Control system with evolving Gaussian process models. - Dejan Petelin; Jus Kocijan (EAIS, 2011)

Prognosis of gear health using Gaussian process model. - Jus Kocijan; Vesna Tanko (EUROCON, 2011)

Output-Error Model Training for Gaussian Process Models. - Jus Kocijan; Dejan Petelin (ICANNGA (2), 2011)

Optimization of Gaussian Process Models with Evolutionary Algorithms. - Dejan Petelin; Bogdan Filipic; Jus Kocijan (ICANNGA (1), 2011)

Fault Detection based on Gaussian Process Models - An Application to the Rolling Mill. - Ðani Juricic; Pavel Ettler; Jus Kocijan (ICINCO (1), 2011)

Financial modeling using Gaussian process models. - Dejan Petelin; Jan Sindelár; Jan Prikryl; Jus Kocijan (IDAACS (2), 2011)

Dynamical systems identification using Gaussian process models with incorporated local models. - Kristjan Azman; Jus Kocijan (Eng. Appl. Artif. Intell., 2011)

Explicit output-feedback nonlinear predictive control based on black-box models. - Alexandra Grancharova; Jus Kocijan; Tor Arne Johansen (Eng. Appl. Artif. Intell., 2011)

Model Tree Ensembles for Modeling Dynamic Systems. - Darko Aleksovski; Jus Kocijan; Saso Dzeroski (Discovery Science, 2013)

Evolving Gaussian process models for prediction of ozone concentration in the air. - Dejan Petelin; Alexandra Grancharova; Jus Kocijan (Simul. Model. Pract. Theory, 2013)

Evolving Gaussian process models for predicting chaotic time-series. - Dejan Petelin; Jus Kocijan (EAIS, 2014)

Model Tree Ensembles for the Identification of Multiple-Output Systems. - Darko Aleksovski; Jus Kocijan; Saso Dzeroski (ECC, 2014)

Application of Gaussian Processes to the Modelling and Control in Process Engineering. - Jus Kocijan; Alexandra Grancharova (Innovations in Intelligent Machines (5), 2014)

Model-Tree Ensembles for noise-tolerant system identification. - Darko Aleksovski; Jus Kocijan; Saso Dzeroski (Adv. Eng. Informatics, 2015)

Regressor selection for ozone prediction. - Jus Kocijan; Marko Hancic; Dejan Petelin; Marija Zlata Boznar; Primoz Mlakar (Simul. Model. Pract. Theory, 2015)

Local Ozone Prediction with Hybrid Model. - Dejan Gradisar; Bostjan Grasic; Marija Zlata Boznar; Primoz Mlakar; Jus Kocijan (SIMULTECH, 2016)

Ensembles of Fuzzy Linear Model Trees for the Identification of Multioutput Systems. - Darko Aleksovski; Jus Kocijan; Saso Dzeroski (IEEE Trans. Fuzzy Syst., 2016)

On-line identification with regularised Evolving Gaussian process. - Martin Stepancic; Jus Kocijan (EAIS, 2017)

Equation Discovery for Nonlinear System Identification. - Nikola Simidjievski; Ljupco Todorovski; Jus Kocijan; Saso Dzeroski (IEEE Access, 2020)

Sparse and hybrid modelling of relative humidity: the Krško basin case study. - Jus Kocijan; Matija Perne; Bostjan Grasic; Marija Zlata Boznar; Primoz Mlakar (CAAI Trans. Intell. Technol., 2020)

Design of a hybrid mechanistic/Gaussian process model to predict full-scale wastewater treatment plant effluent. - Nadja Hvala; Jus Kocijan (Comput. Chem. Eng., 2020)

Input variable selection using machine learning and global sensitivity methods for the control of sludge bulking in a wastewater treatment plant. - Nadja Hvala; Jus Kocijan (Comput. Chem. Eng., 2021)

Data-driven method for the improving forecasts of local weather dynamics. - Tadej Krivec; Jus Kocijan; Matija Perne; Bostjan Grasic; Marija Zlata Boznar; Primoz Mlakar (Eng. Appl. Artif. Intell., 2021)

Dynamic System Identification of Underwater Vehicles Using Multi-Output Gaussian Processes. - Wilmer Ariza Ramirez; Jus Kocijan; Zhi Quan Leong; Hung Duc Nguyen; Shanti D. Gamini Jayasinghe (Int. J. Autom. Comput., 2021)

Introduction to the special issue on Intelligent Control and Optimisation. - Seán F. McLoone; Kevin Guelton; Thierry-Marie Guerra; Gian Antonio Susto; Jus Kocijan; Diego Romeres (Eng. Appl. Artif. Intell., 2023)

Distributed predictive control based on Gaussian process models. - Alexandra Grancharova; Ivana Valkova; Nadja Hvala; Jus Kocijan (Autom., 2023)

A Novel Study on Modelling and Adaptive Optimal Control of a Tubular Reactor Based on Gaussian Processes. - Alexandra Grancharova; Junhong Xie; Jus Kocijan (AIMSA, 2024)