Fuzzy Adaptive Control of the Highly Nonlinear Heat-Exchanger Plant. - Igor Skrjanc; Drago Matko (IEA/AIE (Vol. 2), 1998)

Generalized predictive control of a thermal plant using fuzzy model. - Drago Matko; Katarina Kavsek-Biasizzo; Igor Skrjanc; Gasper Music (ACC, 2000)

Predictive functional control based on fuzzy model for heat-exchanger pilot plant. - Igor Skrjanc; Drago Matko (IEEE Trans. Fuzzy Syst., 2000)

Predictive Control Based Fuzzy Model: A Case Study. - Marko Lepetic; Igor Skrjanc; Héctor G. Chiacchiarini; Drago Matko (FUZZ-IEEE, 2001)

Direct Adaptive Control of Nonlinear Process Based on Fuzzy Model. - Igor Skrjanc; Saso Blazic; Drago Matko (FUZZ-IEEE, 2001)

Fuzzy Predictive Functional Control in the State Space Domain. - Igor Skrjanc; Drago Matko (J. Intell. Robotic Syst., 2001)

Direct fuzzy model-reference adaptive control. - Igor Skrjanc; Saso Blazic; Drago Matko (Int. J. Intell. Syst., 2002)

Globally stable model reference adaptive control based on fuzzy description of the plant. - Saso Blazic; Igor Skrjanc; Drago Matko (Int. J. Syst. Sci., 2002)

ICAD based control of a pressure-level pilot plant. - Saso Blazic; Drago Matko; Igor Skrjanc (ECC, 2003)

Multivariable Predictive Control of Air Conditioning Plant. - Igor Skrjanc; Saso Blazic; J. Richalet; Drago Matko (Modelling, Identification and Control, 2003)

Globally stable direct fuzzy model reference adaptive control. - Saso Blazic; Igor Skrjanc; Drago Matko (Fuzzy Sets Syst., 2003)

Predictive Functional Control Based on Fuzzy Model: Comparison with Linear Predictive Functional Control and PID Control. - Marko Lepetic; Igor Skrjanc; Héctor G. Chiacchiarini; Drago Matko (J. Intell. Robotic Syst., 2003)

Model-Reference Fuzzy Adaptive Control as a Framework for Nonlinear System Control. - Igor Skrjanc; Saso Blazic; Drago Matko (J. Intell. Robotic Syst., 2003)

Time optimal path planning considering acceleration limits. - Marko Lepetic; Gregor Klancar; Igor Skrjanc; Drago Matko; Bostjan Potocnik (Robotics Auton. Syst., 2003)

Path Optimisation Considering Dynamic Constraints. - Marko Lepetic; Gregor Klancar; Igor Skrjanc; Drago Matko; Bostjan Potocnik (RoboCup, 2004)

Nonlinear uncertainty model of a magnetic suspension system. - Osvaldo E. Agamennoni; Igor Skrjanc; Marko Lepetic; Héctor G. Chiacchiarini; Drago Matko (Math. Comput. Model., 2004)

On applying interval fuzzy model to fault detection and isolation for nonlinear input-output systems with uncertain parameters. - Simon Oblak; Igor Skrjanc; Saso Blazic (CCA, 2005)

A Simple Approach to Multivariable Control of Plants with Considerable Time Delay. - Saso Blazic; Igor Skrjanc; Drago Matko (ISIC, 2005)

Multivariable Fuzzy Predictive Functional Control of a MIMO Nonlinear System. - Simon Oblak; Igor Skrjanc (ISIC, 2005)

Identification of dynamical systems with a robust interval fuzzy model. - Igor Skrjanc; Saso Blazic; Osvaldo E. Agamennoni (Autom., 2005)

Predictive Functional Control Based on Fuzzy Model: Design and Stability Study. - Igor Skrjanc; Saso Blazic (J. Intell. Robotic Syst., 2005)

Interval Fuzzy Model Identification Using l∞-Norm. - Igor Skrjanc; Saso Blazic; Osvaldo E. Agamennoni (IEEE Trans. Fuzzy Syst., 2005)

Interval fuzzy modeling applied to Wiener models with uncertainties. - Igor Skrjanc; Saso Blazic; Osvaldo E. Agamennoni (IEEE Trans. Syst. Man Cybern. Part B, 2005)

Hybrid Predictive Control based on Fuzzy Model. - Alfredo Núñez; Doris Sáez; Simon Oblak; Igor Skrjanc (FUZZ-IEEE, 2006)

Nonlinear Model-predictive Control of Wiener-type Systems in Continuous-time Domain Using a Fuzzy-system Function Approximation. - Simon Oblak; Igor Skrjanc (FUZZ-IEEE, 2006)

A Comparison of Fuzzy and CPWL Approximations in the Continuous-time Nonlinear Model-predictive Control of Time-delayed Wiener-type Systems. - Simon Oblak; Igor Skrjanc (J. Intell. Robotic Syst., 2006)

Pitch Angle Control of Unmanned Air Vehicle with Uncertain System Parameters. - Igor Skrjanc (J. Intell. Robotic Syst., 2006)

Simulation of a Mobile Robot with an LRF in a 2D Environment and Map Building. - Luka Teslic; Gregor Klancar; Igor Skrjanc (RoMoCo, 2007)

Hybrid fuzzy model-based predictive control of temperature in a batch reactor. - Gorazd Karer; Gasper Music; Igor Skrjanc; Borut Zupancic (Comput. Chem. Eng., 2007)

Fault detection for nonlinear systems with uncertain parameters based on the interval fuzzy model. - Simon Oblak; Igor Skrjanc; Saso Blazic (Eng. Appl. Artif. Intell., 2007)

Design and Stability Analysis of Fuzzy Model-based Predictive Control - A Case Study. - Saso Blazic; Igor Skrjanc (J. Intell. Robotic Syst., 2007)

Hybrid Fuzzy Modelling for Model Predictive Control. - Gorazd Karer; Gasper Music; Igor Skrjanc; Borut Zupancic (J. Intell. Robotic Syst., 2007)

A Decomposed-model Predictive Functional Control Approach to Air-vehicle Pitch-angle Control. - Igor Skrjanc (J. Intell. Robotic Syst., 2007)

Coprime-factorized Model Predictive Control for Unstable Processes with Delay. - Igor Skrjanc (J. Intell. Robotic Syst., 2007)

Tracking-error model-based predictive control for mobile robots in real time. - Gregor Klancar; Igor Skrjanc (Robotics Auton. Syst., 2007)

Identification of the phase code in an EEG during gripping-force tasks: A possible alternative approach to the development of the brain-computer interfaces. - Vito Logar; Igor Skrjanc; Ales Belic; Simon Brezan; Blaz Koritnik; Janez Zidar (Artif. Intell. Medicine, 2008)

Hybrid fuzzy predictive control based on genetic algorithms for the temperature control of a batch reactor. - Javier Causa; Gorazd Karer; Alfredo Núñez; Doris Sáez; Igor Skrjanc; Borut Zupancic (Comput. Chem. Eng., 2008)

Discussion on: "Optimality Properties and Driver Input Parameterization for Trail-braking Cornering". - Emilio Frazzoli; Gregor Klancar; Igor Skrjanc (Eur. J. Control, 2008)

Model-based Predictive Control of Hybrid Systems: A Probabilistic Neural-network Approach to Real-time Control. - Bostjan Potocnik; Gasper Music; Igor Skrjanc; Borut Zupancic (J. Intell. Robotic Syst., 2008)

SUpervised HIerarchical CLUSTering (SUHICLUST) for nonlinear system identification. - Benjamin Hartmann; Oliver Nelles; Igor Skrjanc; Anton Sodja (CICA, 2009)

Multi-Domain Modelling - An Advantage In Modelling, Simulation And Control Education. - Dejan Dovzan; Borut Zupancic; Gorazd Karer; Igor Skrjanc (ECMS, 2009)

Online fuzzy identification for an intelligent controller based on a simple platform. - Saso Blazic; Igor Skrjanc; Samo Gerksic; Gregor Dolanc; Stanko Strmcnik; Mincho Bankov Hadjiski; Anna Stathaki (Eng. Appl. Artif. Intell., 2009)

Inverse-model predictive control based on INFUMO-BB-BC optimization. - Simon Oblak; Tufan Kumbasar; Igor Skrjanc; Engin Yesil (ALCOSP, 2010)

Hybrid predictive control design with mixed inputs based on PSO and its application for control of a Batch Reactor. - Diego Muñoz-Carpintero; Doris Sáez; Igor Skrjanc (IEEE Congress on Evolutionary Computation, 2010)

A Case Study of the Collision-Avoidance Problem Based on Bernstein-Bézier Path Tracking for Multiple Robots with Known Constraints. - Gregor Klancar; Igor Skrjanc (J. Intell. Robotic Syst., 2010)

New results in modelling derived from Bayesian filtering. - Claudiu Pozna; Radu-Emil Precup; József K. Tar; Igor Skrjanc; Stefan Preitl (Knowl. Based Syst., 2010)

Optimal cooperative collision avoidance between multiple robots based on Bernstein-Bézier curves. - Igor Skrjanc; Gregor Klancar (Robotics Auton. Syst., 2010)

Recursive clustering based on a Gustafson-Kessel algorithm. - Dejan Dovzan; Igor Skrjanc (Evol. Syst., 2011)

EKF-Based Localization of a Wheeled Mobile Robot in Structured Environments. - Luka Teslic; Igor Skrjanc; Gregor Klancar (J. Intell. Robotic Syst., 2011)

Theoretical and fuzzy modelling of a pharmaceutical batch reactor. - Simon Stampar; Sasa Sokolic; Gorazd Karer; Alenka Znidarsic; Igor Skrjanc (Math. Comput. Model., 2011)

Feedforward control of a class of hybrid systems using an inverse model. - Gorazd Karer; Gasper Music; Igor Skrjanc; Borut Zupancic (Math. Comput. Simul., 2011)

Supervised Hierarchical Clustering in Fuzzy Model Identification. - Benjamin Hartmann; Oliver Bänfer; Oliver Nelles; Anton Sodja; Luka Teslic; Igor Skrjanc (IEEE Trans. Fuzzy Syst., 2011)

Nonlinear System Identification by Gustafson-Kessel Fuzzy Clustering and Supervised Local Model Network Learning for the Drug Absorption Spectra Process. - Luka Teslic; Benjamin Hartmann; Oliver Nelles; Igor Skrjanc (IEEE Trans. Neural Networks, 2011)

A new fuzzy adaptive law with leakage. - Saso Blazic; Igor Skrjanc; Drago Matko (EAIS, 2012)

Solving the sales prediction problem with fuzzy evolving methods. - Dejan Dovzan; Vito Logar; Igor Skrjanc (FUZZ-IEEE, 2012)

Robot Localization Using Inertial and Wi-Fi Signal Strength Sensors. - Gregor Klancar; Igor Skrjanc (SyRoCo, 2012)

Self-tuning Dynamic Matrix Control of two-axis autopilot for small aeroplanes. - Drago Matko; Matija Arh; Igor Skrjanc; Tine Tomazic (ASCC, 2013)

A practical implementation of self-evolving cloud-based control of a pilot plant. - Bruno Sielly Jales Costa; Igor Skrjanc; Saso Blazic; Plamen Angelov 001 (CYBCONF, 2013)

Robust evolving cloud-based controller for a hydraulic plant. - Plamen Angelov 001; Igor Skrjanc; Saso Blazic (EAIS, 2013)

A Robust Fuzzy Adaptive Control Algorithm for a Class of Nonlinear Systems. - Saso Blazic; Igor Skrjanc (ICANNGA, 2013)

Design of the image-based satellite attitude control algorithm. - Andrej Zdesar; Gregor Klancar; Gasper Music; Drago Matko; Igor Skrjanc (ICAT, 2013)

Fuzzy Control of a Helio-Crane - Comparison of Two Control Approaches. - Andrej Zdesar; Otto Cerman; Dejan Dovzan; Petr Husek; Igor Skrjanc (J. Intell. Robotic Syst., 2013)

Editorial A Successful Change From TNN to TNNLS and a Very Successful Year. - Derong Liu 001; Charles Anderson 001; Ahmad Taher Azar; Giorgio Battistelli; Eduardo Bayro-Corrochano; Cristiano Cervellera; David A. Elizondo; Maurizio Filippone; Giorgio Gnecco; Xiaolin Hu; Tingwen Huang; Weifeng Liu 001; et al. (IEEE Trans. Neural Networks Learn. Syst., 2013)

Predictive Approaches to Control of Complex Systems - Gorazd Karer; Igor Skrjanc (Springer, 2013)

Cloud-based identification of an evolving system with supervisory mechanisms. - Saso Blazic; Dejan Dovzan; Igor Skrjanc (ISIC, 2014)

Towards evolving fuzzy reference controller. - Dejan Dovzan; Saso Blazic; Igor Skrjanc (EAIS, 2014)

Evolving neural network with extreme learning for system modeling. - Raul Rosa; Fernando A. C. Gomide; Dejan Dovzan; Igor Skrjanc (EAIS, 2014)

Robust evolving cloud-based PID control adjusted by gradient learning method. - Igor Skrjanc; Saso Blazic; Plamen Angelov 001 (EAIS, 2014)

Evolving fuzzy-madel-based on c-regression clustering. - Igor Skrjanc; Dejan Dovzan; Fernando A. C. Gomide (EAIS, 2014)

A 2 DOF predictive control based on evolving fuzzy model. - Andrej Zdesar; Dejan Dovzan; Igor Skrjanc (EAIS, 2014)

Hybrid-fuzzy modeling and identification. - Alfredo Núñez; Bart De Schutter; Doris Sáez; Igor Skrjanc (Appl. Soft Comput., 2014)

Self-tuning of 2 DOF control based on evolving fuzzy model. - Andrej Zdesar; Dejan Dovzan; Igor Skrjanc (Appl. Soft Comput., 2014)

A robust fuzzy adaptive law for evolving control systems. - Saso Blazic; Igor Skrjanc; Drago Matko (Evol. Syst., 2014)

Applications, results and future direction (EAIS 12). - José Antonio Iglesias 001; Igor Skrjanc (Evol. Syst., 2014)

Special issue: applications, results & future direction (EAIS 12): 2. - José Antonio Iglesias Martínez; Igor Skrjanc (Evol. Syst., 2014)

Mobile-robot pose estimation and environment mapping using an extended Kalman filter. - Gregor Klancar; Luka Teslic; Igor Skrjanc (Int. J. Syst. Sci., 2014)

Homography estimation from circular motion for use in visual control. - Andrej Zdesar; Igor Skrjanc; Gregor Klancar (Robotics Auton. Syst., 2014)

Analysis of adaptation law of the robust evolving cloud-based controller. - Goran Andonovski; Saso Blazic; Plamen Angelov 001; Igor Skrjanc (EAIS, 2015)

Possible use of evolving c-regression clustering for energy consumption profiles classification. - Dejan Dovzan; Igor Skrjanc (EAIS, 2015)

Robust Evolving Cloud-based Controller in normalized data space for heat-exchanger plant. - Goran Andonovski; Saso Blazic; Plamen Angelov 001; Igor Skrjanc (FUZZ-IEEE, 2015)

Evolving Gustafson-kessel Possibilistic c-Means Clustering. - Igor Skrjanc; Dejan Dovzan (INNS Conference on Big Data, 2015)

Evolving principal component clustering with a low run-time complexity for LRF data mapping. - Gregor Klancar; Igor Skrjanc (Appl. Soft Comput., 2015)

Fusion of visual odometry and inertial navigation system on a smartphone. - Simon Tomazic; Igor Skrjanc (Comput. Ind., 2015)

Modeling, Simulation and Control of a Loading Bridge. - Marko Hancic; Gorazd Karer; Igor Skrjanc (Simul. Notes Eur., 2015)

Implementation of an Evolving Fuzzy Model (eFuMo) in a Monitoring System for a Waste-Water Treatment Process. - Dejan Dovzan; Vito Logar; Igor Skrjanc (IEEE Trans. Fuzzy Syst., 2015)

Evolving Fuzzy-Model-Based Design of Experiments With Supervised Hierarchical Clustering. - Igor Skrjanc (IEEE Trans. Fuzzy Syst., 2015)

A Robust Evolving Cloud-Based Controller. - Plamen P. Angelov; Igor Skrjanc; Saso Blazic (Handbook of Computational Intelligence, 2015)

Evolving fuzzy model based performance identification for production control. - Goran Andonovski; Gasper Music; Saso Blazic; Igor Skrjanc (EAIS, 2016)

Evolving fuzzy model for short-term prediction of energy consumption profiles. - Dejan Dovzan; Igor Skrjanc (EAIS, 2016)

Robust evolving cloud-based control for the distributed solar collector field. - Goran Andonovski; Antonio Bayas; Doris Sáez; Saso Blazic; Igor Skrjanc (FUZZ-IEEE, 2016)

Problems of Identification of Cloud-Based Fuzzy Evolving Systems. - Saso Blazic; Igor Skrjanc (ICAISC (1), 2016)

A practical implementation of Robust Evolving Cloud-based Controller with normalized data space for heat-exchanger plant. - Goran Andonovski; Plamen Angelov 001; Saso Blazic; Igor Skrjanc (Appl. Soft Comput., 2016)

Interval-model-based global optimization framework for robust stability and performance of PID controllers. - Gorazd Karer; Igor Skrjanc (Appl. Soft Comput., 2016)

Automated generation of feedforward control using feedback linearization of local model networks. - Nikolaus Euler-Rolle; Igor Skrjanc; Christoph Hametner; Stefan Jakubek (Eng. Appl. Artif. Intell., 2016)

Two Degrees of Freedom in the Control of a DC-DC Boost Converter, Fuzzy Identified Explicit Model in Feed-forward Line. - Robert Bazdaric; Igor Skrjanc; Drago Matko (J. Intell. Robotic Syst., 2016)

Evolving Fuzzy Model (eFuMo) Method for On-line Fuzzy Model Learning with Application to Monitoring System. - Dejan Dovzan; Vito Logar; Igor Skrjanc (Simul. Notes Eur., 2016)

Efficient Time-To-Collision Estimation for a Braking Supervision System with LIDAR. - Matevz Bosnak; Igor Skrjanc (CYBCONF, 2017)

Robust Evolving Cloud-based Controller (RECCo). - Goran Andonovski; Plamen Angelov 001; Saso Blazic; Igor Skrjanc (EAIS, 2017)

Incremental rule splitting in generalized evolving fuzzy regression models. - Edwin Lughofer; Mahardhika Pratama; Igor Skrjanc (EAIS, 2017)

Evolving Cauchy possibilistic clustering based on cosine similarity for monitoring cyber systems. - Igor Skrjanc; Araceli Sanchis de Miguel; José Antonio Iglesias 001; Agapito Ledezma; Dejan Dovzan (EAIS, 2017)

Bluetooth localization based on fuzzy models and particle swarm optimization. - Simon Tomazic; Igor Skrjanc (IPIN, 2017)

Evolving cauchy possibilistic clustering and its application to large-scale cyberattack monitoring. - Igor Skrjanc; Seiichi Ozawa; Dejan Dovzan; Tao Ban; Junji Nakazato; Jumpei Shimamura (SSCI, 2017)

A comparison of continuous and discrete tracking-error model-based predictive control for mobile robots. - Igor Skrjanc; Gregor Klancar (Robotics Auton. Syst., 2017)

Initial study on evolving state space neural networks (eSSNN). - Gregor Cerne; Igor Skrjanc (EAIS, 2018)

Partial cloud-based evolving method for fault detection of HVAC system. - Goran Andonovski; Saso Blazic; Igor Skrjanc (FUZZ-IEEE, 2018)

Indoor RSSI-based Localization using Fuzzy Path Loss Models. - Simon Tomazic; Igor Skrjanc (FUZZ-IEEE, 2018)

Design of fuzzy robust control strategies for a distributed solar collector field. - Antonio Bayas; Igor Skrjanc; Doris Sáez (Appl. Soft Comput., 2018)

Editorial: Special issue on Advanced Soft Computing for Prognostic Health Management. - Mahardhika Pratama; Edwin Lughofer; Suresh Sundaram 002; Moamar Sayed-Mouchaweh; Igor Skrjanc; Fahed Mostafa (Appl. Soft Comput., 2018)

Large-scale cyber attacks monitoring using Evolving Cauchy Possibilistic Clustering. - Igor Skrjanc; Seiichi Ozawa; Tao Ban; Dejan Dovzan (Appl. Soft Comput., 2018)

Robust evolving controller for simulated surge tank and for real two-tank plant. - Goran Andonovski; Bruno Sielly Jales Costa; Saso Blazic; Igor Skrjanc (Autom., 2018)

Evolving model identification for process monitoring and prediction of non-linear systems. - Goran Andonovski; Gasper Music; Saso Blazic; Igor Skrjanc (Eng. Appl. Artif. Intell., 2018)

Evolving cloud-based system for the recognition of drivers' actions. - Igor Skrjanc; Goran Andonovski; Agapito Ledezma; Oscar Sipele; José Antonio Iglesias 001; Araceli Sanchis (Expert Syst. Appl., 2018)

Incremental Rule Splitting in Generalized Evolving Fuzzy Systems for Autonomous Drift Compensation. - Edwin Lughofer; Mahardhika Pratama; Igor Skrjanc (IEEE Trans. Fuzzy Syst., 2018)

Short-Term Load Forecasting by Separating Daily Profiles and Using a Single Fuzzy Model Across the Entire Domain. - Gregor Cerne; Dejan Dovzan; Igor Skrjanc (IEEE Trans. Ind. Electron., 2018)

Optimum Velocity Profile of Multiple Bernstein-Bézier Curves Subject to Constraints for Mobile Robots. - Andrej Zdesar; Igor Skrjanc (ACM Trans. Intell. Syst. Technol., 2018)

Nonlinear Fuzzy State-Space Modeling and LMI Fuzzy Control of Overhead Cranes. - Daniel F. Leite; Charles Aguiar; Daniel Pereira; Gustavo Souza; Igor Skrjanc (FUZZ-IEEE, 2019)

Multiobjective Optimization of Fully Autonomous Evolving Fuzzy Granular Models. - Daniel F. Leite; Fernando A. C. Gomide; Igor Skrjanc (FUZZ-IEEE, 2019)

Vision-based Localization of a Wheeled Mobile Robot with a Stereo Camera on a Pan-tilt Unit. - Andrej Zdesar; Gregor Klancar; Igor Skrjanc (ICINCO (2), 2019)

Ensemble of evolving optimal granular experts, OWA aggregation, and time series prediction. - Daniel F. Leite; Igor Skrjanc (Inf. Sci., 2019)

Inner matrix norms in evolving Cauchy possibilistic clustering for classification and regression from data streams. - Igor Skrjanc; Saso Blazic; Edwin Lughofer; Dejan Dovzan (Inf. Sci., 2019)

Evolving fuzzy and neuro-fuzzy approaches in clustering, regression, identification, and classification: A Survey. - Igor Skrjanc; José Antonio Iglesias 001; Araceli Sanchis; Daniel F. Leite; Edwin Lughofer; Fernando A. C. Gomide (Inf. Sci., 2019)

Evolvable fuzzy systems from data streams with missing values: With application to temporal pattern recognition and cryptocurrency prediction. - Cristiano Garcia; Ahmed Esmin; Daniel F. Leite; Igor Skrjanc (Pattern Recognit. Lett., 2019)

Realization-preserving model reduction of object-oriented models using energy-based metrics. - Anton Sodja; Igor Skrjanc; Borut Zupancic (Simul., 2019)

Optimization of the Electric Arc Furnace Process. - Yadollah Saboohi; Amirhossein Fathi; Igor Skrjanc; Vito Logar (IEEE Trans. Ind. Electron., 2019)

Confidence-Interval-Fuzzy-Model-Based Indoor Localization. - Simon Tomazic; Dejan Dovzan; Igor Skrjanc (IEEE Trans. Ind. Electron., 2019)

Hybrid System Identification by Incremental Fuzzy C-regression Clustering. - Saso Blazic; Igor Skrjanc (FUZZ-IEEE, 2020)

Fuzzy Interval Modelling based on Joint Supervision. - Diego Muñoz-Carpintero; Sebastián Parra; Oscar Cartagena; Doris Sáez; Luis G. Marin; Igor Skrjanc (FUZZ-IEEE, 2020)

Interval Fuzzy Models Based on Evolving Gaussian Clustering - eGauss+. - Igor Skrjanc (NAFIPS, 2020)

Detection of driver maneuvers using evolving fuzzy cloud-based system. - Goran Andonovski; Oscar Sipele; José Antonio Iglesias 001; Araceli Sanchis; Edwin Lughofer; Igor Skrjanc (SSCI, 2020)

An overview on evolving systems and learning from stream data. - Daniel F. Leite; Igor Skrjanc; Fernando A. C. Gomide (Evol. Syst., 2020)

Fault detection in smart grids with time-varying distributed generation using wavelet energy and evolving neural networks. - Fabricio P. Lucas; Pyramo Costa; Rose M. S. Batalha; Daniel F. Leite; Igor Skrjanc (Evol. Syst., 2020)

Cyber-physical modelling in Modelica with model-reduction techniques. - Anton Sodja; Igor Skrjanc; Borut Zupancic (J. Syst. Softw., 2020)

Incremental Fuzzy C-Regression Clustering From Streaming Data for Local-Model-Network Identification. - Saso Blazic; Igor Skrjanc (IEEE Trans. Fuzzy Syst., 2020)

Incremental Missing-Data Imputation for Evolving Fuzzy Granular Prediction. - Cristiano Garcia; Daniel F. Leite; Igor Skrjanc (IEEE Trans. Fuzzy Syst., 2020)

Optimal Rule-Based Granular Systems From Data Streams. - Daniel F. Leite; Goran Andonovski; Igor Skrjanc; Fernando A. C. Gomide (IEEE Trans. Fuzzy Syst., 2020)

Cluster-Volume-Based Merging Approach for Incrementally Evolving Fuzzy Gaussian Clustering - eGAUSS+. - Igor Skrjanc (IEEE Trans. Fuzzy Syst., 2020)

Fuzzy Space Partitioning Based on Hyperplanes Defined by Eigenvectors for Takagi-Sugeno Fuzzy Model Identification. - Dejan Dovzan; Igor Skrjanc (IEEE Trans. Ind. Electron., 2020)

Segmentation of Stereo-Camera Depth Image into Planar Regions based on Evolving Principal Component Clustering. - Milos Antic; Andrej Zdesar; Igor Skrjanc (MFI, 2021)

Self-tuned Model-Based Predictive Control Using Evolving Fuzzy Model of a Non-linear Dynamic Process. - Ziga Strzinar; Igor Skrjanc (NAFIPS, 2021)

Obstacle Avoidance for Line-Following AGV with Local Maps. - Matevz Bosnak; Igor Skrjanc (SACI, 2021)

eGauss+ evolving clustering in classification. - Igor Skrjanc (SACI, 2021)

Evolving Fuzzy Model Identification of Nonlinear Wiener-Hammerstein Processes. - Goran Andonovski; Edwin Lughofer; Igor Skrjanc (IEEE Access, 2021)

Soft sensor of bath temperature in an electric arc furnace based on a data-driven Takagi-Sugeno fuzzy model. - Aljaz Blazic; Igor Skrjanc; Vito Logar (Appl. Soft Comput., 2021)

Online bagging of evolving fuzzy systems. - Edwin Lughofer; Mahardhika Pratama; Igor Skrjanc (Inf. Sci., 2021)

An evolving concept in the identification of an interval fuzzy model of Wiener-Hammerstein nonlinear dynamic systems. - Igor Skrjanc (Inf. Sci., 2021)

Nonlinear modeling and robust LMI fuzzy control of overhead crane systems. - Charles Aguiar; Daniel F. Leite; Daniel Pereira; Goran Andonovski; Igor Skrjanc (J. Frankl. Inst., 2021)

Depth-Image Segmentation Based on Evolving Principles for 3D Sensing of Structured Indoor Environments. - Milos Antic; Andrej Zdesar; Igor Skrjanc (Sensors, 2021)

An Automated Indoor Localization System for Online Bluetooth Signal Strength Modeling Using Visual-Inertial SLAM. - Simon Tomazic; Igor Skrjanc (Sensors, 2021)

Drivable Path Planning Using Hybrid Search Algorithm Based on E* and Bernstein-Bézier Motion Primitives. - Gregor Klancar; Marija Seder; Saso Blazic; Igor Skrjanc; Ivan Petrovic (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Evolving clustering algorithm based on average cluster distance - eCAD. - Goran Andonovski; Igor Skrjanc (EAIS, 2022)

Fuzzy Interval Oxygen Estimation in an Electric Arc Furnace from Scarce Output Measurements. - Aljaz Blazic; Vito Logar; Igor Skrjanc (FUZZ-IEEE, 2022)

Evolving Gaussian on-line clustering in social network analysis. - Igor Skrjanc; Goran Andonovski; José Antonio Iglesias 001; María Paz Sesmero; Araceli Sanchis (Expert Syst. Appl., 2022)

Evolving Cauchy Possibilistic Clustering for Data Stream Modeling and Classification. - Igor Skrjanc (AFRICON, 2023)

Gaussian Process to Takagi-Sugeno Fuzzy Model Using Supervised Clustering. - Aljaz Blazic; Igor Skrjanc (FUZZ, 2023)

Proof of Accuracy-Transparency Trade-Off in Takagi-Sugeno Model and its Implications. - Gregor Cerne; Igor Skrjanc (FUZZ, 2023)

Soft sensor for non-invasive detection of process events based on Eigenresponse Fuzzy Clustering. - Ziga Strzinar; Bostjan Pregelj; Igor Skrjanc (Appl. Soft Comput., 2023)

Improved Individualized Patient-Oriented Depth-of-Hypnosis Measurement Based on Bispectral Index. - Gorazd Karer; Igor Skrjanc (Sensors, 2023)

Stress Detection Using Frequency Spectrum Analysis of Wrist-Measured Electrodermal Activity. - Ziga Strzinar; Araceli Sanchis; Agapito Ledezma; Oscar Sipele; Bostjan Pregelj; Igor Skrjanc (Sensors, 2023)

Evolving Error Feedback Fuzzy Model for Improved Robustness Under Measurement Noise. - Edwin Lughofer; Igor Skrjanc (IEEE Trans. Fuzzy Syst., 2023)

Interval incremental learning of interval data streams and application to vehicle tracking. - Daniel F. Leite; Igor Skrjanc; Saso Blazic; Andrej Zdesar; Fernando A. C. Gomide (Inf. Sci., 2023)

Evolving Neuro-Fuzzy Systems-Based Design of Experiments in Process Identification. - Miha Ozbot; Edwin Lughofer; Igor Skrjanc (IEEE Trans. Fuzzy Syst., 2023)

Halfway to Automated Feeding of Chinese Hamster Ovary Cells. - Simon Tomazic; Igor Skrjanc (Sensors, 2023)

Evolving fuzzy prediction interval for fault detection in a heat exchanger. - Oscar Cartagena; Miha Ozbot; Doris Sáez; Igor Skrjanc (Appl. Soft Comput., 2023)

Online Design of Experiments with Fuzzy Confidence Interval for Identification of Nonlinear Dynamical Processes. - Miha Ozbot; Igor Skrjanc (EAIS, 2024)

Two-Stages Interval Fuzzy Model for Forecasting Wind Power in Microgrids. - Oscar Cartagena; Doris Sáez; Igor Skrjanc (FUZZ, 2024)

eFedGauss: A Federated Approach to Fuzzy Multivariate Gaussian Clustering. - Miha Ozbot; Seiichi Ozawa; Igor Skrjanc (FUZZ, 2024)

Development and Implementation of a Wastewater-Treatement-Plant Model for Optimization Purposes. - Gorazd Karer; Darko Vrecko; Nadja Hvala; Igor Skrjanc (ICCA, 2024)

Optimization Based MPC Concept for Plate Heat Exchanger Plant. - Aleksander Vegelj; Igor Skrjanc (ICCA, 2024)

Prediction interval soft sensor for dissolved oxygen content estimation in an electric arc furnace. - Aljaz Blazic; Igor Skrjanc; Vito Logar (Appl. Soft Comput., 2024)

Non-elastic time series fuzzy clustering for efficient analysis of industrial data sets. - Ziga Strzinar; Bostjan Pregelj; Igor Skrjanc (Appl. Soft Comput., 2024)

Robust Evolving Fuzzy Classifier Integrating Noise Smoothing and Soft Dimension Reduction. - Edwin Lughofer; Igor Skrjanc (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Online Active Learning for Evolving Error Feedback Fuzzy Models Within a Multi-Innovation Context. - Edwin Lughofer; Igor Skrjanc (IEEE Trans. Fuzzy Syst., 2024)

Unsupervised discovery of 3D structural elements for scanned indoor scenes. - Milos Antic; Andrej Zdesar; José Antonio Iglesias 001; Araceli Sanchis; Igor Skrjanc (Appl. Soft Comput., 2025)

Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning. - M. Anwar Ma'sum; Mahardhika Pratama; Igor Skrjanc (CoRR, 2025)

From Model-Based and Adaptive Control to Evolving Fuzzy Control. - Daniel F. Leite; Igor Skrjanc; Fernando A. C. Gomide (CoRR, 2025)

Federated Learning based on Self-Evolving Gaussian Clustering. - Miha Ozbot; Igor Skrjanc (CoRR, 2025)

Measures of Overlapping Multivariate Gaussian Clusters in Unsupervised Online Learning. - Miha Ozbot; Igor Skrjanc (CoRR, 2025)

Evolving interval-based time series clustering for streaming industrial data. - Ziga Strzinar; Igor Skrjanc; Bostjan Pregelj (Evol. Syst., 2025)