Igor Skrjanc - RankMe

192 papers B 17C 5Misc 2Journal 114Unranked 51

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Advancements in data-driven evolving fuzzy and neuro-fuzzy control: A comprehensive survey. Appl. Soft Comput. Goran Andonovski, Daniel Leite, Radu-Emil Precup, Fernando A. C. Gomide, Mahardhika Pratama, Igor Skrjanc
2026	J	`jnl`	Evolving granular fuzzy control: Overview, case study on the chaotic Hénon map, and research outlook. Appl. Soft Comput. Daniel F. Leite, Reinaldo M. Palhares, Igor Skrjanc, Fernando A. C. Gomide
2025	J	`jnl`	A Neuro-Fuzzy System for Interpretable Long-Term Stock Market Forecasting. CoRR Miha Ozbot, Igor Skrjanc, Vitomir Struc
2025	J	`jnl`	Black-Box Time-Series Domain Adaptation via Cross-Prompt Foundation Models. CoRR Muhammad Tanzil Furqon, Mahardhika Pratama, Igor Skrjanc, Lin Liu, Habibullah Habibullah, Kutluyil Dogancay
2025	—	`conf`	Data-Based Modeling of Indoor Radon Concentration Using Fuzzy and Evolving Based Predictive Models. FUZZ Goran Andonovski, Simon Tomazic, Igor Skrjanc
2025	J	`jnl`	Evolving Gaussian Systems as a Framework for Federated Regression Problems. IEEE Trans. Fuzzy Syst. Miha Ozbot, Paulo Vitor de Campos Souza, Igor Skrjanc
2025	B	`conf`	Evolving Neuro-Fuzzy Systems in Federated Regression. IJCNN Igor Skrjanc, Miha Ozbot
2025	J	`jnl`	Evolving clustering of time series for unsupervised analysis of industrial data streams. Comput. Ind. Eng. Ziga Strzinar, Igor Skrjanc, Mahardika Pratama, Bostjan Pregelj
2025	J	`jnl`	Evolving interval-based time series clustering for streaming industrial data. Evol. Syst. Ziga Strzinar, Igor Skrjanc, Bostjan Pregelj
2025	J	`jnl`	Federated Learning based on Self-Evolving Gaussian Clustering. CoRR Miha Ozbot, Igor Skrjanc
2025	J	`jnl`	From Model-Based and Adaptive Control to Evolving Fuzzy Control. CoRR Daniel F. Leite, Igor Skrjanc, Fernando A. C. Gomide
2025	—	`conf`	Inverse Fuzzy Learning Control of Unknown Nonlinear Dynamic Systems. FUZZ Daniel Leite, Igor Skrjanc, Fernando A. C. Gomide
2025	J	`jnl`	Latest Advancements Towards Catastrophic Forgetting under Data Scarcity: A Comprehensive Survey on Few-Shot Class Incremental Learning. CoRR M. Anwar Ma'sum, Mahardhika Pratama, Igor Skrjanc
2025	J	`jnl`	Measures of Overlapping Multivariate Gaussian Clusters in Unsupervised Online Learning. CoRR Miha Ozbot, Igor Skrjanc
2025	—	`conf`	Recursive least squares with domain-driven variable-direction forgetting. FUZZ Gregor Cerne, Igor Skrjanc
2025	J	`jnl`	Source-Free Cross-Domain Continual Learning. CoRR Muhammad Tanzil Furqon, Mahardhika Pratama, Igor Skrjanc, Lin Liu, Habibullah Habibullah, Kutluyil Dogancay
2025	—	`conf`	Unsupervised Federated Learning Based on Evolving Gaussian Clustering. FUZZ Miha Ozbot, Seiichi Ozawa, Igor Skrjanc
2025	J	`jnl`	Unsupervised discovery of 3D structural elements for scanned indoor scenes. Appl. Soft Comput. Milos Antic, Andrej Zdesar, José Antonio Iglesias, Araceli Sanchis, Igor Skrjanc
2024	—	`conf`	Development and Implementation of a Wastewater-Treatement-Plant Model for Optimization Purposes. ICCA Gorazd Karer, Darko Vrecko, Nadja Hvala, Igor Skrjanc
2024	J	`jnl`	Non-elastic time series fuzzy clustering for efficient analysis of industrial data sets. Appl. Soft Comput. Ziga Strzinar, Bostjan Pregelj, Igor Skrjanc
2024	J	`jnl`	Online Active Learning for Evolving Error Feedback Fuzzy Models Within a Multi-Innovation Context. IEEE Trans. Fuzzy Syst. Edwin Lughofer, Igor Skrjanc
2024	—	`conf`	Online Design of Experiments with Fuzzy Confidence Interval for Identification of Nonlinear Dynamical Processes. EAIS Miha Ozbot, Igor Skrjanc
2024	—	`conf`	Optimization Based MPC Concept for Plate Heat Exchanger Plant. ICCA Aleksander Vegelj, Igor Skrjanc
2024	J	`jnl`	Prediction interval soft sensor for dissolved oxygen content estimation in an electric arc furnace. Appl. Soft Comput. Aljaz Blazic, Igor Skrjanc, Vito Logar
2024	J	`jnl`	Robust Evolving Fuzzy Classifier Integrating Noise Smoothing and Soft Dimension Reduction. IEEE Trans. Emerg. Top. Comput. Intell. Edwin Lughofer, Igor Skrjanc
2024	—	`conf`	Two-Stages Interval Fuzzy Model for Forecasting Wind Power in Microgrids. FUZZ Oscar Cartagena, Doris Sáez, Igor Skrjanc
2024	—	`conf`	eFedGauss: A Federated Approach to Fuzzy Multivariate Gaussian Clustering. FUZZ Miha Ozbot, Seiichi Ozawa, Igor Skrjanc
2023	—	`conf`	Evolving Cauchy Possibilistic Clustering for Data Stream Modeling and Classification. AFRICON Igor Skrjanc
2023	J	`jnl`	Evolving Error Feedback Fuzzy Model for Improved Robustness Under Measurement Noise. IEEE Trans. Fuzzy Syst. Edwin Lughofer, Igor Skrjanc
2023	J	`jnl`	Evolving Neuro-Fuzzy Systems-Based Design of Experiments in Process Identification. IEEE Trans. Fuzzy Syst. Miha Ozbot, Edwin Lughofer, Igor Skrjanc
2023	J	`jnl`	Evolving fuzzy prediction interval for fault detection in a heat exchanger. Appl. Soft Comput. Oscar Cartagena, Miha Ozbot, Doris Sáez, Igor Skrjanc
2023	—	`conf`	Gaussian Process to Takagi-Sugeno Fuzzy Model Using Supervised Clustering. FUZZ Aljaz Blazic, Igor Skrjanc
2023	J	`jnl`	Halfway to Automated Feeding of Chinese Hamster Ovary Cells. Sensors Simon Tomazic, Igor Skrjanc
2023	J	`jnl`	Improved Individualized Patient-Oriented Depth-of-Hypnosis Measurement Based on Bispectral Index. Sensors Gorazd Karer, Igor Skrjanc
2023	J	`jnl`	Interval incremental learning of interval data streams and application to vehicle tracking. Inf. Sci. Daniel F. Leite, Igor Skrjanc, Saso Blazic, Andrej Zdesar, Fernando A. C. Gomide
2023	—	`conf`	Proof of Accuracy-Transparency Trade-Off in Takagi-Sugeno Model and its Implications. FUZZ Gregor Cerne, Igor Skrjanc
2023	J	`jnl`	Soft sensor for non-invasive detection of process events based on Eigenresponse Fuzzy Clustering. Appl. Soft Comput. Ziga Strzinar, Bostjan Pregelj, Igor Skrjanc
2023	J	`jnl`	Stress Detection Using Frequency Spectrum Analysis of Wrist-Measured Electrodermal Activity. Sensors Ziga Strzinar, Araceli Sanchis, Agapito Ledezma, Oscar Sipele, Bostjan Pregelj, Igor Skrjanc
2022	J	`jnl`	Evolving Gaussian on-line clustering in social network analysis. Expert Syst. Appl. Igor Skrjanc, Goran Andonovski, José Antonio Iglesias, María Paz Sesmero, Araceli Sanchis
2022	—	`conf`	Evolving clustering algorithm based on average cluster distance - eCAD. EAIS Goran Andonovski, Igor Skrjanc
2022	B	`conf`	Fuzzy Interval Oxygen Estimation in an Electric Arc Furnace from Scarce Output Measurements. FUZZ-IEEE Aljaz Blazic, Vito Logar, Igor Skrjanc
2021	J	`jnl`	An Automated Indoor Localization System for Online Bluetooth Signal Strength Modeling Using Visual-Inertial SLAM. Sensors Simon Tomazic, Igor Skrjanc
2021	J	`jnl`	An evolving concept in the identification of an interval fuzzy model of Wiener-Hammerstein nonlinear dynamic systems. Inf. Sci. Igor Skrjanc
2021	J	`jnl`	Depth-Image Segmentation Based on Evolving Principles for 3D Sensing of Structured Indoor Environments. Sensors Milos Antic, Andrej Zdesar, Igor Skrjanc
2021	J	`jnl`	Drivable Path Planning Using Hybrid Search Algorithm Based on E* and Bernstein-Bézier Motion Primitives. IEEE Trans. Syst. Man Cybern. Syst. Gregor Klancar, Marija Seder, Saso Blazic, Igor Skrjanc, Ivan Petrovic
2021	J	`jnl`	Evolving Fuzzy Model Identification of Nonlinear Wiener-Hammerstein Processes. IEEE Access Goran Andonovski, Edwin Lughofer, Igor Skrjanc
2021	J	`jnl`	Nonlinear modeling and robust LMI fuzzy control of overhead crane systems. J. Frankl. Inst. Charles Aguiar, Daniel F. Leite, Daniel Pereira, Goran Andonovski, Igor Skrjanc
2021	Misc	`conf`	Obstacle Avoidance for Line-Following AGV with Local Maps. SACI Matevz Bosnak, Igor Skrjanc
2021	J	`jnl`	Online bagging of evolving fuzzy systems. Inf. Sci. Edwin Lughofer, Mahardhika Pratama, Igor Skrjanc
2021	—	`conf`	Segmentation of Stereo-Camera Depth Image into Planar Regions based on Evolving Principal Component Clustering. MFI Milos Antic, Andrej Zdesar, Igor Skrjanc
2021	—	`conf`	Self-tuned Model-Based Predictive Control Using Evolving Fuzzy Model of a Non-linear Dynamic Process. NAFIPS Ziga Strzinar, Igor Skrjanc
2021	J	`jnl`	Soft sensor of bath temperature in an electric arc furnace based on a data-driven Takagi-Sugeno fuzzy model. Appl. Soft Comput. Aljaz Blazic, Igor Skrjanc, Vito Logar
2021	Misc	`conf`	eGauss+ evolving clustering in classification. SACI Igor Skrjanc
2020	J	`jnl`	An overview on evolving systems and learning from stream data. Evol. Syst. Daniel F. Leite, Igor Skrjanc, Fernando A. C. Gomide
2020	J	`jnl`	Cluster-Volume-Based Merging Approach for Incrementally Evolving Fuzzy Gaussian Clustering - eGAUSS+. IEEE Trans. Fuzzy Syst. Igor Skrjanc
2020	J	`jnl`	Cyber-physical modelling in Modelica with model-reduction techniques. J. Syst. Softw. Anton Sodja, Igor Skrjanc, Borut Zupancic
2020	—	`conf`	Detection of driver maneuvers using evolving fuzzy cloud-based system. SSCI Goran Andonovski, Oscar Sipele, José Antonio Iglesias, Araceli Sanchis, Edwin Lughofer, Igor Skrjanc
2020	J	`jnl`	Fault detection in smart grids with time-varying distributed generation using wavelet energy and evolving neural networks. Evol. Syst. Fabricio P. Lucas, Pyramo Costa, Rose M. S. Batalha, Daniel F. Leite, Igor Skrjanc
2020	B	`conf`	Fuzzy Interval Modelling based on Joint Supervision. FUZZ-IEEE Diego Muñoz-Carpintero, Sebastián Parra, Oscar Cartagena, Doris Sáez, Luis G. Marin, Igor Skrjanc
2020	J	`jnl`	Fuzzy Space Partitioning Based on Hyperplanes Defined by Eigenvectors for Takagi-Sugeno Fuzzy Model Identification. IEEE Trans. Ind. Electron. Dejan Dovzan, Igor Skrjanc
2020	B	`conf`	Hybrid System Identification by Incremental Fuzzy C-regression Clustering. FUZZ-IEEE Saso Blazic, Igor Skrjanc
2020	J	`jnl`	Incremental Fuzzy C-Regression Clustering From Streaming Data for Local-Model-Network Identification. IEEE Trans. Fuzzy Syst. Saso Blazic, Igor Skrjanc
2020	J	`jnl`	Incremental Missing-Data Imputation for Evolving Fuzzy Granular Prediction. IEEE Trans. Fuzzy Syst. Cristiano Garcia, Daniel F. Leite, Igor Skrjanc
2020	—	`conf`	Interval Fuzzy Models Based on Evolving Gaussian Clustering - eGauss+. NAFIPS Igor Skrjanc
2020	J	`jnl`	Optimal Rule-Based Granular Systems From Data Streams. IEEE Trans. Fuzzy Syst. Daniel F. Leite, Goran Andonovski, Igor Skrjanc, Fernando A. C. Gomide
2019	J	`jnl`	Confidence-Interval-Fuzzy-Model-Based Indoor Localization. IEEE Trans. Ind. Electron. Simon Tomazic, Dejan Dovzan, Igor Skrjanc
2019	J	`jnl`	Ensemble of evolving optimal granular experts, OWA aggregation, and time series prediction. Inf. Sci. Daniel F. Leite, Igor Skrjanc
2019	J	`jnl`	Evolvable fuzzy systems from data streams with missing values: With application to temporal pattern recognition and cryptocurrency prediction. Pattern Recognit. Lett. Cristiano Garcia, Ahmed Esmin, Daniel F. Leite, Igor Skrjanc
2019	J	`jnl`	Evolving fuzzy and neuro-fuzzy approaches in clustering, regression, identification, and classification: A Survey. Inf. Sci. Igor Skrjanc, José Antonio Iglesias, Araceli Sanchis, Daniel F. Leite, Edwin Lughofer, Fernando A. C. Gomide
2019	J	`jnl`	Inner matrix norms in evolving Cauchy possibilistic clustering for classification and regression from data streams. Inf. Sci. Igor Skrjanc, Saso Blazic, Edwin Lughofer, Dejan Dovzan
2019	B	`conf`	Multiobjective Optimization of Fully Autonomous Evolving Fuzzy Granular Models. FUZZ-IEEE Daniel F. Leite, Fernando A. C. Gomide, Igor Skrjanc
2019	B	`conf`	Nonlinear Fuzzy State-Space Modeling and LMI Fuzzy Control of Overhead Cranes. FUZZ-IEEE Daniel F. Leite, Charles Aguiar, Daniel Pereira, Gustavo Souza, Igor Skrjanc
2019	J	`jnl`	Optimization of the Electric Arc Furnace Process. IEEE Trans. Ind. Electron. Yadollah Saboohi, Amirhossein Fathi, Igor Skrjanc, Vito Logar
2019	J	`jnl`	Realization-preserving model reduction of object-oriented models using energy-based metrics. Simul. Anton Sodja, Igor Skrjanc, Borut Zupancic
2019	—	`conf`	Vision-based Localization of a Wheeled Mobile Robot with a Stereo Camera on a Pan-tilt Unit. ICINCO (2) Andrej Zdesar, Gregor Klancar, Igor Skrjanc
2018	J	`jnl`	Design of fuzzy robust control strategies for a distributed solar collector field. Appl. Soft Comput. Antonio Bayas, Igor Skrjanc, Doris Sáez
2018	J	`jnl`	Editorial: Special issue on Advanced Soft Computing for Prognostic Health Management. Appl. Soft Comput. Mahardhika Pratama, Edwin Lughofer, Suresh Sundaram, Moamar Sayed-Mouchaweh, Igor Skrjanc, Fahed Mostafa
2018	J	`jnl`	Evolving cloud-based system for the recognition of drivers' actions. Expert Syst. Appl. Igor Skrjanc, Goran Andonovski, Agapito Ledezma, Oscar Sipele, José Antonio Iglesias, Araceli Sanchis
2018	J	`jnl`	Evolving model identification for process monitoring and prediction of non-linear systems. Eng. Appl. Artif. Intell. Goran Andonovski, Gasper Music, Saso Blazic, Igor Skrjanc
2018	J	`jnl`	Incremental Rule Splitting in Generalized Evolving Fuzzy Systems for Autonomous Drift Compensation. IEEE Trans. Fuzzy Syst. Edwin Lughofer, Mahardhika Pratama, Igor Skrjanc
2018	B	`conf`	Indoor RSSI-based Localization using Fuzzy Path Loss Models. FUZZ-IEEE Simon Tomazic, Igor Skrjanc
2018	—	`conf`	Initial study on evolving state space neural networks (eSSNN). EAIS Gregor Cerne, Igor Skrjanc
2018	J	`jnl`	Large-scale cyber attacks monitoring using Evolving Cauchy Possibilistic Clustering. Appl. Soft Comput. Igor Skrjanc, Seiichi Ozawa, Tao Ban, Dejan Dovzan
2018	J	`jnl`	Optimum Velocity Profile of Multiple Bernstein-Bézier Curves Subject to Constraints for Mobile Robots. ACM Trans. Intell. Syst. Technol. Andrej Zdesar, Igor Skrjanc
2018	B	`conf`	Partial cloud-based evolving method for fault detection of HVAC system. FUZZ-IEEE Goran Andonovski, Saso Blazic, Igor Skrjanc
2018	J	`jnl`	Robust evolving controller for simulated surge tank and for real two-tank plant. Autom. Goran Andonovski, Bruno Sielly Jales Costa, Saso Blazic, Igor Skrjanc
2018	J	`jnl`	Short-Term Load Forecasting by Separating Daily Profiles and Using a Single Fuzzy Model Across the Entire Domain. IEEE Trans. Ind. Electron. Gregor Cerne, Dejan Dovzan, Igor Skrjanc
2017	—	`ed.`	2017 Evolving and Adaptive Intelligent Systems, EAIS 2017, Ljubljana, Slovenia, May 31 - June 2, 2017 EAIS Igor Skrjanc, Saso Blazic
2017	J	`jnl`	A comparison of continuous and discrete tracking-error model-based predictive control for mobile robots. Robotics Auton. Syst. Igor Skrjanc, Gregor Klancar
2017	C	`conf`	Bluetooth localization based on fuzzy models and particle swarm optimization. IPIN Simon Tomazic, Igor Skrjanc
2017	—	`conf`	Efficient Time-To-Collision Estimation for a Braking Supervision System with LIDAR. CYBCONF Matevz Bosnak, Igor Skrjanc
2017	—	`conf`	Evolving Cauchy possibilistic clustering based on cosine similarity for monitoring cyber systems. EAIS Igor Skrjanc, Araceli Sanchis de Miguel, José Antonio Iglesias, Agapito Ledezma, Dejan Dovzan
2017	—	`conf`	Evolving cauchy possibilistic clustering and its application to large-scale cyberattack monitoring. SSCI Igor Skrjanc, Seiichi Ozawa, Dejan Dovzan, Tao Ban, Junji Nakazato, Jumpei Shimamura
2017	—	`conf`	Incremental rule splitting in generalized evolving fuzzy regression models. EAIS Edwin Lughofer, Mahardhika Pratama, Igor Skrjanc
2017	—	`conf`	Robust Evolving Cloud-based Controller (RECCo). EAIS Goran Andonovski, Plamen Angelov, Saso Blazic, Igor Skrjanc
2016	J	`jnl`	A practical implementation of Robust Evolving Cloud-based Controller with normalized data space for heat-exchanger plant. Appl. Soft Comput. Goran Andonovski, Plamen Angelov, Saso Blazic, Igor Skrjanc
2016	J	`jnl`	Automated generation of feedforward control using feedback linearization of local model networks. Eng. Appl. Artif. Intell. Nikolaus Euler-Rolle, Igor Skrjanc, Christoph Hametner, Stefan Jakubek
2016	J	`jnl`	Evolving Fuzzy Model (eFuMo) Method for On-line Fuzzy Model Learning with Application to Monitoring System. Simul. Notes Eur. Dejan Dovzan, Vito Logar, Igor Skrjanc
2016	—	`conf`	Evolving fuzzy model based performance identification for production control. EAIS Goran Andonovski, Gasper Music, Saso Blazic, Igor Skrjanc
2016	—	`conf`	Evolving fuzzy model for short-term prediction of energy consumption profiles. EAIS Dejan Dovzan, Igor Skrjanc
2016	J	`jnl`	Interval-model-based global optimization framework for robust stability and performance of PID controllers. Appl. Soft Comput. Gorazd Karer, Igor Skrjanc
2016	—	`conf`	Problems of Identification of Cloud-Based Fuzzy Evolving Systems. ICAISC (1) Saso Blazic, Igor Skrjanc
2016	B	`conf`	Robust evolving cloud-based control for the distributed solar collector field. FUZZ-IEEE Goran Andonovski, Antonio Bayas, Doris Sáez, Saso Blazic, Igor Skrjanc
2016	J	`jnl`	Two Degrees of Freedom in the Control of a DC-DC Boost Converter, Fuzzy Identified Explicit Model in Feed-forward Line. J. Intell. Robotic Syst. Robert Bazdaric, Igor Skrjanc, Drago Matko
2015	—	`ch.`	A Robust Evolving Cloud-Based Controller. Handbook of Computational Intelligence Plamen P. Angelov, Igor Skrjanc, Saso Blazic
2015	—	`conf`	Analysis of adaptation law of the robust evolving cloud-based controller. EAIS Goran Andonovski, Saso Blazic, Plamen Angelov, Igor Skrjanc
2015	J	`jnl`	Evolving Fuzzy-Model-Based Design of Experiments With Supervised Hierarchical Clustering. IEEE Trans. Fuzzy Syst. Igor Skrjanc
2015	—	`conf`	Evolving Gustafson-kessel Possibilistic c-Means Clustering. INNS Conference on Big Data Igor Skrjanc, Dejan Dovzan
2015	J	`jnl`	Evolving principal component clustering with a low run-time complexity for LRF data mapping. Appl. Soft Comput. Gregor Klancar, Igor Skrjanc
2015	J	`jnl`	Fusion of visual odometry and inertial navigation system on a smartphone. Comput. Ind. Simon Tomazic, Igor Skrjanc
2015	J	`jnl`	Implementation of an Evolving Fuzzy Model (eFuMo) in a Monitoring System for a Waste-Water Treatment Process. IEEE Trans. Fuzzy Syst. Dejan Dovzan, Vito Logar, Igor Skrjanc
2015	J	`jnl`	Modeling, Simulation and Control of a Loading Bridge. Simul. Notes Eur. Marko Hancic, Gorazd Karer, Igor Skrjanc
2015	—	`conf`	Possible use of evolving c-regression clustering for energy consumption profiles classification. EAIS Dejan Dovzan, Igor Skrjanc
2015	B	`conf`	Robust Evolving Cloud-based Controller in normalized data space for heat-exchanger plant. FUZZ-IEEE Goran Andonovski, Saso Blazic, Plamen Angelov, Igor Skrjanc
2014	—	`conf`	A 2 DOF predictive control based on evolving fuzzy model. EAIS Andrej Zdesar, Dejan Dovzan, Igor Skrjanc
2014	J	`jnl`	A robust fuzzy adaptive law for evolving control systems. Evol. Syst. Saso Blazic, Igor Skrjanc, Drago Matko
2014	J	`jnl`	Applications, results and future direction (EAIS 12). Evol. Syst. José Antonio Iglesias, Igor Skrjanc
2014	—	`conf`	Cloud-based identification of an evolving system with supervisory mechanisms. ISIC Saso Blazic, Dejan Dovzan, Igor Skrjanc
2014	—	`conf`	Evolving fuzzy-madel-based on c-regression clustering. EAIS Igor Skrjanc, Dejan Dovzan, Fernando A. C. Gomide
2014	—	`conf`	Evolving neural network with extreme learning for system modeling. EAIS Raul Rosa, Fernando A. C. Gomide, Dejan Dovzan, Igor Skrjanc
2014	J	`jnl`	Homography estimation from circular motion for use in visual control. Robotics Auton. Syst. Andrej Zdesar, Igor Skrjanc, Gregor Klancar
2014	J	`jnl`	Hybrid-fuzzy modeling and identification. Appl. Soft Comput. Alfredo Núñez, Bart De Schutter, Doris Sáez, Igor Skrjanc
2014	J	`jnl`	Mobile-robot pose estimation and environment mapping using an extended Kalman filter. Int. J. Syst. Sci. Gregor Klancar, Luka Teslic, Igor Skrjanc
2014	—	`conf`	Robust evolving cloud-based PID control adjusted by gradient learning method. EAIS Igor Skrjanc, Saso Blazic, Plamen Angelov
2014	J	`jnl`	Self-tuning of 2 DOF control based on evolving fuzzy model. Appl. Soft Comput. Andrej Zdesar, Dejan Dovzan, Igor Skrjanc
2014	J	`jnl`	Special issue: applications, results & future direction (EAIS 12): 2. Evol. Syst. José Antonio Iglesias Martínez, Igor Skrjanc
2014	—	`conf`	Towards evolving fuzzy reference controller. EAIS Dejan Dovzan, Saso Blazic, Igor Skrjanc
2013	—	`conf`	A Robust Fuzzy Adaptive Control Algorithm for a Class of Nonlinear Systems. ICANNGA Saso Blazic, Igor Skrjanc
2013	—	`conf`	A practical implementation of self-evolving cloud-based control of a pilot plant. CYBCONF Bruno Sielly Jales Costa, Igor Skrjanc, Saso Blazic, Plamen Angelov
2013	—	`conf`	Design of the image-based satellite attitude control algorithm. ICAT Andrej Zdesar, Gregor Klancar, Gasper Music, Drago Matko, Igor Skrjanc
2013	J	`jnl`	Editorial A Successful Change From TNN to TNNLS and a Very Successful Year. IEEE Trans. Neural Networks Learn. Syst. Derong Liu, Charles Anderson, Ahmad Taher Azar, Giorgio Battistelli, Eduardo Bayro-Corrochano, Cristiano Cervellera, David A. Elizondo, Maurizio Filippone, Giorgio Gnecco, Xiaolin Hu, Tingwen Huang, Weifeng Liu, Wenlian Lu, Ana Maria Madureira, Igor Skrjanc, Thomas Villmann, Q. M. Jonathan Wu, Shengli Xie, Dong Xu
2013	J	`jnl`	Fuzzy Control of a Helio-Crane - Comparison of Two Control Approaches. J. Intell. Robotic Syst. Andrej Zdesar, Otto Cerman, Dejan Dovzan, Petr Husek, Igor Skrjanc
2013	—	`book`	Predictive Approaches to Control of Complex Systems Gorazd Karer, Igor Skrjanc
2013	—	`conf`	Robust evolving cloud-based controller for a hydraulic plant. EAIS Plamen Angelov, Igor Skrjanc, Saso Blazic
2013	—	`conf`	Self-tuning Dynamic Matrix Control of two-axis autopilot for small aeroplanes. ASCC Drago Matko, Matija Arh, Igor Skrjanc, Tine Tomazic
2012	—	`conf`	A new fuzzy adaptive law with leakage. EAIS Saso Blazic, Igor Skrjanc, Drago Matko
2012	—	`conf`	Robot Localization Using Inertial and Wi-Fi Signal Strength Sensors. SyRoCo Gregor Klancar, Igor Skrjanc
2012	B	`conf`	Solving the sales prediction problem with fuzzy evolving methods. IEEE Congress on Evolutionary Computation Dejan Dovzan, Vito Logar, Igor Skrjanc
2012	B	`conf`	Solving the sales prediction problem with fuzzy evolving methods. FUZZ-IEEE Dejan Dovzan, Vito Logar, Igor Skrjanc
2011	J	`jnl`	EKF-Based Localization of a Wheeled Mobile Robot in Structured Environments. J. Intell. Robotic Syst. Luka Teslic, Igor Skrjanc, Gregor Klancar
2011	J	`jnl`	Feedforward control of a class of hybrid systems using an inverse model. Math. Comput. Simul. Gorazd Karer, Gasper Music, Igor Skrjanc, Borut Zupancic
2011	J	`jnl`	Nonlinear System Identification by Gustafson-Kessel Fuzzy Clustering and Supervised Local Model Network Learning for the Drug Absorption Spectra Process. IEEE Trans. Neural Networks Luka Teslic, Benjamin Hartmann, Oliver Nelles, Igor Skrjanc
2011	J	`jnl`	Recursive clustering based on a Gustafson-Kessel algorithm. Evol. Syst. Dejan Dovzan, Igor Skrjanc
2011	J	`jnl`	Supervised Hierarchical Clustering in Fuzzy Model Identification. IEEE Trans. Fuzzy Syst. Benjamin Hartmann, Oliver Bänfer, Oliver Nelles, Anton Sodja, Luka Teslic, Igor Skrjanc
2011	J	`jnl`	Theoretical and fuzzy modelling of a pharmaceutical batch reactor. Math. Comput. Model. Simon Stampar, Sasa Sokolic, Gorazd Karer, Alenka Znidarsic, Igor Skrjanc
2010	J	`jnl`	A Case Study of the Collision-Avoidance Problem Based on Bernstein-Bézier Path Tracking for Multiple Robots with Known Constraints. J. Intell. Robotic Syst. Gregor Klancar, Igor Skrjanc
2010	B	`conf`	Hybrid predictive control design with mixed inputs based on PSO and its application for control of a Batch Reactor. IEEE Congress on Evolutionary Computation Diego Muñoz-Carpintero, Doris Sáez, Igor Skrjanc
2010	—	`conf`	Inverse-model predictive control based on INFUMO-BB-BC optimization. ALCOSP Simon Oblak, Tufan Kumbasar, Igor Skrjanc, Engin Yesil
2010	J	`jnl`	New results in modelling derived from Bayesian filtering. Knowl. Based Syst. Claudiu Pozna, Radu-Emil Precup, József K. Tar, Igor Skrjanc, Stefan Preitl
2010	J	`jnl`	Optimal cooperative collision avoidance between multiple robots based on Bernstein-Bézier curves. Robotics Auton. Syst. Igor Skrjanc, Gregor Klancar
2009	C	`conf`	Multi-Domain Modelling - An Advantage In Modelling, Simulation And Control Education. ECMS Dejan Dovzan, Borut Zupancic, Gorazd Karer, Igor Skrjanc
2009	J	`jnl`	Online fuzzy identification for an intelligent controller based on a simple platform. Eng. Appl. Artif. Intell. Saso Blazic, Igor Skrjanc, Samo Gerksic, Gregor Dolanc, Stanko Strmcnik, Mincho Bankov Hadjiski, Anna Stathaki
2009	—	`conf`	SUpervised HIerarchical CLUSTering (SUHICLUST) for nonlinear system identification. CICA Benjamin Hartmann, Oliver Nelles, Igor Skrjanc, Anton Sodja
2008	J	`jnl`	Discussion on: "Optimality Properties and Driver Input Parameterization for Trail-braking Cornering". Eur. J. Control Emilio Frazzoli, Gregor Klancar, Igor Skrjanc
2008	J	`jnl`	Hybrid fuzzy predictive control based on genetic algorithms for the temperature control of a batch reactor. Comput. Chem. Eng. Javier Causa, Gorazd Karer, Alfredo Núñez, Doris Sáez, Igor Skrjanc, Borut Zupancic
2008	J	`jnl`	Identification of the phase code in an EEG during gripping-force tasks: A possible alternative approach to the development of the brain-computer interfaces. Artif. Intell. Medicine Vito Logar, Igor Skrjanc, Ales Belic, Simon Brezan, Blaz Koritnik, Janez Zidar
2008	J	`jnl`	Model-based Predictive Control of Hybrid Systems: A Probabilistic Neural-network Approach to Real-time Control. J. Intell. Robotic Syst. Bostjan Potocnik, Gasper Music, Igor Skrjanc, Borut Zupancic
2007	J	`jnl`	A Decomposed-model Predictive Functional Control Approach to Air-vehicle Pitch-angle Control. J. Intell. Robotic Syst. Igor Skrjanc
2007	J	`jnl`	Coprime-factorized Model Predictive Control for Unstable Processes with Delay. J. Intell. Robotic Syst. Igor Skrjanc
2007	J	`jnl`	Design and Stability Analysis of Fuzzy Model-based Predictive Control - A Case Study. J. Intell. Robotic Syst. Saso Blazic, Igor Skrjanc
2007	J	`jnl`	Fault detection for nonlinear systems with uncertain parameters based on the interval fuzzy model. Eng. Appl. Artif. Intell. Simon Oblak, Igor Skrjanc, Saso Blazic
2007	J	`jnl`	Hybrid Fuzzy Modelling for Model Predictive Control. J. Intell. Robotic Syst. Gorazd Karer, Gasper Music, Igor Skrjanc, Borut Zupancic
2007	J	`jnl`	Hybrid fuzzy model-based predictive control of temperature in a batch reactor. Comput. Chem. Eng. Gorazd Karer, Gasper Music, Igor Skrjanc, Borut Zupancic
2007	—	`conf`	Simulation of a Mobile Robot with an LRF in a 2D Environment and Map Building. RoMoCo Luka Teslic, Gregor Klancar, Igor Skrjanc
2007	J	`jnl`	Tracking-error model-based predictive control for mobile robots in real time. Robotics Auton. Syst. Gregor Klancar, Igor Skrjanc
2006	J	`jnl`	A Comparison of Fuzzy and CPWL Approximations in the Continuous-time Nonlinear Model-predictive Control of Time-delayed Wiener-type Systems. J. Intell. Robotic Syst. Simon Oblak, Igor Skrjanc
2006	B	`conf`	Hybrid Predictive Control based on Fuzzy Model. FUZZ-IEEE Alfredo Núñez, Doris Sáez, Simon Oblak, Igor Skrjanc
2006	B	`conf`	Nonlinear Model-predictive Control of Wiener-type Systems in Continuous-time Domain Using a Fuzzy-system Function Approximation. FUZZ-IEEE Simon Oblak, Igor Skrjanc
2006	J	`jnl`	Pitch Angle Control of Unmanned Air Vehicle with Uncertain System Parameters. J. Intell. Robotic Syst. Igor Skrjanc
2005	—	`conf`	A Simple Approach to Multivariable Control of Plants with Considerable Time Delay. ISIC Saso Blazic, Igor Skrjanc, Drago Matko
2005	J	`jnl`	Identification of dynamical systems with a robust interval fuzzy model. Autom. Igor Skrjanc, Saso Blazic, Osvaldo E. Agamennoni
2005	J	`jnl`	Interval Fuzzy Model Identification Using l IEEE Trans. Fuzzy Syst. Igor Skrjanc, Saso Blazic, Osvaldo E. Agamennoni
2005	J	`jnl`	Interval fuzzy modeling applied to Wiener models with uncertainties. IEEE Trans. Syst. Man Cybern. Part B Igor Skrjanc, Saso Blazic, Osvaldo E. Agamennoni
2005	—	`conf`	Multivariable Fuzzy Predictive Functional Control of a MIMO Nonlinear System. ISIC Simon Oblak, Igor Skrjanc
2005	C	`conf`	On applying interval fuzzy model to fault detection and isolation for nonlinear input-output systems with uncertain parameters. CCA Simon Oblak, Igor Skrjanc, Saso Blazic
2005	J	`jnl`	Predictive Functional Control Based on Fuzzy Model: Design and Stability Study. J. Intell. Robotic Syst. Igor Skrjanc, Saso Blazic
2004	J	`jnl`	Nonlinear uncertainty model of a magnetic suspension system. Math. Comput. Model. Osvaldo E. Agamennoni, Igor Skrjanc, Marko Lepetic, Héctor G. Chiacchiarini, Drago Matko
2004	C	`conf`	Path Optimisation Considering Dynamic Constraints. RoboCup Marko Lepetic, Gregor Klancar, Igor Skrjanc, Drago Matko, Bostjan Potocnik
2003	J	`jnl`	Globally stable direct fuzzy model reference adaptive control. Fuzzy Sets Syst. Saso Blazic, Igor Skrjanc, Drago Matko
2003	—	`conf`	ICAD based control of a pressure-level pilot plant. ECC Saso Blazic, Drago Matko, Igor Skrjanc
2003	J	`jnl`	Model-Reference Fuzzy Adaptive Control as a Framework for Nonlinear System Control. J. Intell. Robotic Syst. Igor Skrjanc, Saso Blazic, Drago Matko
2003	—	`conf`	Multivariable Predictive Control of Air Conditioning Plant. Modelling, Identification and Control Igor Skrjanc, Saso Blazic, J. Richalet, Drago Matko
2003	J	`jnl`	Predictive Functional Control Based on Fuzzy Model: Comparison with Linear Predictive Functional Control and PID Control. J. Intell. Robotic Syst. Marko Lepetic, Igor Skrjanc, Héctor G. Chiacchiarini, Drago Matko
2003	J	`jnl`	Time optimal path planning considering acceleration limits. Robotics Auton. Syst. Marko Lepetic, Gregor Klancar, Igor Skrjanc, Drago Matko, Bostjan Potocnik
2002	J	`jnl`	Direct fuzzy model-reference adaptive control. Int. J. Intell. Syst. Igor Skrjanc, Saso Blazic, Drago Matko
2002	J	`jnl`	Globally stable model reference adaptive control based on fuzzy description of the plant. Int. J. Syst. Sci. Saso Blazic, Igor Skrjanc, Drago Matko
2001	B	`conf`	Direct Adaptive Control of Nonlinear Process Based on Fuzzy Model. FUZZ-IEEE Igor Skrjanc, Saso Blazic, Drago Matko
2001	J	`jnl`	Fuzzy Predictive Functional Control in the State Space Domain. J. Intell. Robotic Syst. Igor Skrjanc, Drago Matko
2001	B	`conf`	Predictive Control Based Fuzzy Model: A Case Study. FUZZ-IEEE Marko Lepetic, Igor Skrjanc, Héctor G. Chiacchiarini, Drago Matko
2000	C	`conf`	Generalized predictive control of a thermal plant using fuzzy model. ACC Drago Matko, Katarina Kavsek-Biasizzo, Igor Skrjanc, Gasper Music
2000	J	`jnl`	Predictive functional control based on fuzzy model for heat-exchanger pilot plant. IEEE Trans. Fuzzy Syst. Igor Skrjanc, Drago Matko
1998	—	`conf`	Fuzzy Adaptive Control of the Highly Nonlinear Heat-Exchanger Plant. IEA/AIE (Vol. 2) Igor Skrjanc, Drago Matko