Dejan Dovzan

Publication Activity (10 Years)

Years Active: 2009-2020
Publications (10 Years): 13

Top Topics

Possibilistic Clustering

Monitoring System

Top Venues

IEEE Trans. Ind. Electron.

Appl. Soft Comput.

IEEE Congress on Evolutionary Computation

Publications

Dejan Dovzan, Igor Skrjanc
Fuzzy Space Partitioning Based on Hyperplanes Defined by Eigenvectors for Takagi-Sugeno Fuzzy Model Identification. IEEE Trans. Ind. Electron. 67 (6) (2020)
Simon Tomazic, Dejan Dovzan, Igor Skrjanc
Confidence-Interval-Fuzzy-Model-Based Indoor Localization. IEEE Trans. Ind. Electron. 66 (3) (2019)
Igor Skrjanc, Saso Blazic, Edwin Lughofer, Dejan Dovzan
Inner matrix norms in evolving Cauchy possibilistic clustering for classification and regression from data streams. Inf. Sci. 478 (2019)
Igor Skrjanc, Seiichi Ozawa, Tao Ban, Dejan Dovzan
Large-scale cyber attacks monitoring using Evolving Cauchy Possibilistic Clustering. Appl. Soft Comput. 62 (2018)
Gregor Cerne, Dejan Dovzan, Igor Skrjanc
Short-Term Load Forecasting by Separating Daily Profiles and Using a Single Fuzzy Model Across the Entire Domain. IEEE Trans. Ind. Electron. 65 (9) (2018)
Igor Skrjanc, Araceli Sanchis de Miguel, José Antonio Iglesias, Agapito Ledezma, Dejan Dovzan
Evolving Cauchy possibilistic clustering based on cosine similarity for monitoring cyber systems. EAIS (2017)
Igor Skrjanc, Seiichi Ozawa, Dejan Dovzan, Tao Ban, Junji Nakazato, Jumpei Shimamura
Evolving cauchy possibilistic clustering and its application to large-scale cyberattack monitoring. SSCI (2017)
Dejan Dovzan
Evolving fuzzy model in fault detection system. EAIS (2017)
Dejan Dovzan, Igor Skrjanc
Evolving fuzzy model for short-term prediction of energy consumption profiles. EAIS (2016)
Dejan Dovzan, Vito Logar, Igor Skrjanc
Evolving Fuzzy Model (eFuMo) Method for On-line Fuzzy Model Learning with Application to Monitoring System. Simul. Notes Eur. 26 (4) (2016)
Igor Skrjanc, Dejan Dovzan
Evolving Gustafson-kessel Possibilistic c-Means Clustering. INNS Conference on Big Data (2015)
Dejan Dovzan, Igor Skrjanc
Possible use of evolving c-regression clustering for energy consumption profiles classification. EAIS (2015)
Dejan Dovzan, Vito Logar, Igor Skrjanc
Implementation of an Evolving Fuzzy Model (eFuMo) in a Monitoring System for a Waste-Water Treatment Process. IEEE Trans. Fuzzy Syst. 23 (5) (2015)
Andrej Zdesar, Dejan Dovzan, Igor Skrjanc
A 2 DOF predictive control based on evolving fuzzy model. EAIS (2014)
Igor Skrjanc, Dejan Dovzan, Fernando A. C. Gomide
Evolving fuzzy-madel-based on c-regression clustering. EAIS (2014)
Saso Blazic, Dejan Dovzan, Igor Skrjanc
Cloud-based identification of an evolving system with supervisory mechanisms. ISIC (2014)
Raul Rosa, Fernando A. C. Gomide, Dejan Dovzan, Igor Skrjanc
Evolving neural network with extreme learning for system modeling. EAIS (2014)
Andrej Zdesar, Dejan Dovzan, Igor Skrjanc
Self-tuning of 2 DOF control based on evolving fuzzy model. Appl. Soft Comput. 19 (2014)
Dejan Dovzan, Saso Blazic, Igor Skrjanc
Towards evolving fuzzy reference controller. EAIS (2014)
Andrej Zdesar, Otto Cerman, Dejan Dovzan, Petr Husek, Igor Skrjanc
Fuzzy Control of a Helio-Crane - Comparison of Two Control Approaches. J. Intell. Robotic Syst. 72 (3-4) (2013)
Dejan Dovzan, Vito Logar, Igor Skrjanc
Solving the sales prediction problem with fuzzy evolving methods. IEEE Congress on Evolutionary Computation (2012)
Dejan Dovzan, Vito Logar, Igor Skrjanc
Solving the sales prediction problem with fuzzy evolving methods. FUZZ-IEEE (2012)
Dejan Dovzan, Igor Skrjanc
Recursive clustering based on a Gustafson-Kessel algorithm. Evol. Syst. 2 (1) (2011)
Dejan Dovzan, Borut Zupancic, Gorazd Karer, Igor Skrjanc
Multi-Domain Modelling - An Advantage In Modelling, Simulation And Control Education. ECMS (2009)