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Dejan Dovzan
Dejan Dovzan
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Implementation of an evolving fuzzy model (eFuMo) in a monitoring system for a waste-water treatment process
D Dovžan, V Logar, I Škrjanc
IEEE Transactions on Fuzzy Systems 23 (5), 1761-1776, 2014
1562014
Recursive clustering based on a Gustafson–Kessel algorithm
D Dovžan, I Škrjanc
Evolving systems 2 (1), 15-24, 2011
1342011
Modeling and validation of an electric arc furnace: Part 1, heat and mass transfer
V Logar, D Dovžan, I Škrjanc
ISIJ international 52 (3), 402-412, 2012
1192012
Recursive fuzzy c-means clustering for recursive fuzzy identification of time-varying processes
D Dovžan, I Škrjanc
ISA transactions 50 (2), 159-169, 2011
1102011
Short-term load forecasting by separating daily profiles and using a single fuzzy model across the entire domain
G Černe, D Dovžan, I Škrjanc
IEEE Transactions on Industrial Electronics 65 (9), 7406-7415, 2018
1052018
Mathematical modeling and experimental validation of an electric arc furnace
V Logar, D Dovžan, I Škrjanc
ISIJ international 51 (3), 382-391, 2011
962011
Modeling and validation of an electric arc furnace: Part 2, thermo-chemistry
V Logar, D Dovžan, I Škrjanc
ISIJ international 52 (3), 413-423, 2012
832012
Predictive functional control based on an adaptive fuzzy model of a hybrid semi-batch reactor
D Dovžan, I Škrjanc
Control Engineering Practice 18 (8), 979-989, 2010
682010
Self-tuning of 2 DOF control based on evolving fuzzy model
A Zdešar, D Dovžan, I Škrjanc
Applied Soft Computing 19, 403-418, 2014
582014
Large-scale cyber attacks monitoring using Evolving Cauchy Possibilistic Clustering
I Škrjanc, S Ozawa, T Ban, D Dovžan
Applied Soft Computing 62, 592-601, 2018
552018
Solving the sales prediction problem with fuzzy evolving methods
D Dovžan, V Logar, I Škrjanc
2012 IEEE International Conference on Fuzzy Systems, 1-8, 2012
522012
An automated parking system for a truck and trailer
D Novak, D Dovzan, R Grebensek, S Oblak
ELEKTROTEHNISKI VESTNIK-ELECTROCHEMICAL REVIEW 75 (5), 305-310, 2008
442008
Confidence-interval-fuzzy-model-based indoor localization
S Tomažič, D Dovžan, I Škrjanc
IEEE Transactions on Industrial Electronics 66 (3), 2015-2024, 2018
412018
Cloud-based identification of an evolving system with supervisory mechanisms
S Blažič, D Dovžan, I Škrjanc
2014 IEEE International Symposium on Intelligent Control (ISIC), 1906-1911, 2014
412014
Inner matrix norms in evolving cauchy possibilistic clustering for classification and regression from data streams
I Škrjanc, S Blažič, E Lughofer, D Dovžan
Information sciences 478, 540-563, 2019
312019
Evolving gustafson-kessel possibilistic c-means clustering
I Škrjanc, D Dovžan
Procedia Computer Science 53, 191-198, 2015
312015
Evolving neural network with extreme learning for system modeling
R Rosa, F Gomide, D Dovzan, I Skrjanc
2014 IEEE conference on evolving and adaptive intelligent systems (EAIS), 1-7, 2014
292014
Fuzzy space partitioning based on hyperplanes defined by eigenvectors for Takagi-Sugeno fuzzy model identification
D Dovžan, I Škrjanc
IEEE transactions on industrial electronics 67 (6), 5144-5153, 2019
272019
A comparison of fuzzy identification methods on benchmark datasets
D Aleksovski, D Dovžan, S Džeroski, J Kocijan
IFAC-PapersOnLine 49 (5), 31-36, 2016
152016
Evolving fuzzy-madel-based on c-regression clustering
I Škrjanc, D Dovžan, F Gomide
2014 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS), 1-7, 2014
152014
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