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1

Short-term load forecasting by separating daily profile and using a single fuzzy model across the entire domain

Cerne, Gregor, Dovzan, Dejan, Skrjanc, Igor

Journal:

IEEE Transactions on Industrial Electronics

Year:

2018

Language:

english

File:

PDF, 6.10 MB

english, 2018

2

The design of observers for formation-flying control

Blažič, Sašo, Matko, Drago, Rodič, Tomaž, Dovžan, Dejan, Mušič, Gašper, Klančar, Gregor

Journal:

Acta Astronautica

Year:

2013

Language:

english

File:

PDF, 838 KB

english, 2013

3

Mathematical Modeling and Experimental Validation of an Electric Arc Furnace

Logar, Vito, Dovžan, Dejan, Škrjanc, Igor

Journal:

ISIJ International

Year:

2011

Language:

english

File:

PDF, 1.93 MB

english, 2011

4

Large-scale cyber attacks monitoring using Evolving Cauchy Possibilistic Clustering

Škrjanc, Igor, Ozawa, Seiichi, Ban, Tao, Dovžan, Dejan

Journal:

Applied Soft Computing

Year:

2018

Language:

english

File:

PDF, 1.72 MB

english, 2018

5

Modeling and Validation of an Electric Arc Furnace: Part 2, Thermo-chemistry

Logar, Vito, Dovžan, Dejan, Škrjanc, Igor

Journal:

ISIJ International

Year:

2012

Language:

english

File:

PDF, 1.06 MB

english, 2012

6

Predictive functional control based on an adaptive fuzzy model of a hybrid semi-batch reactor

Dejan Dovžan, Igor Škrjanc

Journal:

Control Engineering Practice

Year:

2010

Language:

english

File:

PDF, 903 KB

english, 2010

7

Recursive fuzzy c-means clustering for recursive fuzzy identification of time-varying processes

Dejan Dovžan, Igor Škrjanc

Journal:

ISA Transactions

Year:

2011

Language:

english

File:

PDF, 1.25 MB

english, 2011

8

Recursive clustering based on a Gustafson–Kessel algorithm

Dejan Dovžan, Igor Škrjanc

Journal:

Evolving Systems

Year:

2011

Language:

english

File:

PDF, 1.03 MB

english, 2011

9

The Effect of Atmospheric Organic Compounds on the Fe-Catalyzed S(IV) Autoxidation in Aqueous Solution

Irena Grgić, Andreja Dovžan, Gorazd Berčič, Vida Hudnik

Journal:

Journal of Atmospheric Chemistry

Year:

1998

Language:

english

File:

PDF, 282 KB

english, 1998

10

Control of mineral wool thickness using predictive functional control

Dejan Dovžan, Igor Škrjanc

Journal:

Robotics and Computer-Integrated Manufacturing

Year:

2012

Language:

english

File:

PDF, 699 KB

english, 2012

11

Aqueous S(IV) oxidation in the presence of atmospheric aerosol particles: Effect of organic ligands on Fe-catalyzed oxidation of S(IV)

Irena Grgić, A Dovẑan, M Novič, V Hudnik

Journal:

Journal of Aerosol Science

Year:

1995

Language:

english

File:

PDF, 124 KB

english, 1995

12

Quantitative determination of airborne inorganic fibers in the surrounding of the Salonit industrial plant in Anhovo, Slovenia

M. Bizjak, A. Dovžan, I. Grgić, V. Hudnik, M. Košuta, Z. Kristančič, C. Marinič, M. Poje, K. Stanič, J. Uršič, J. Werdnik

Journal:

Journal of Aerosol Science

Year:

1996

Language:

english

File:

PDF, 139 KB

english, 1996

13

The role of atmospheric aerosols in SO2 oxidation: Catalytic effect of iron in the presence of organic ligands

I. Grgić, A. Dovžan, V. Hudnik

Journal:

Journal of Aerosol Science

Year:

1996

Language:

english

File:

PDF, 150 KB

english, 1996

14

Fuzzy Control of a Helio-Crane

Andrej Zdešar, Otta Cerman, Dejan Dovžan…

Journal:

Journal of Intelligent & Robotic Systems

Year:

2013

Language:

english

File:

PDF, 1.41 MB

english, 2013

15

Self-tuning of 2 DOF control based on evolving fuzzy model

Zdešar, A., Dovžan, D., Škrjanc, I.

Journal:

Applied Soft Computing

Year:

2014

Language:

english

File:

PDF, 1.75 MB

english, 2014

16

[IEEE 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Brisbane, Australia (2012.06.10-2012.06.15)] 2012 IEEE International Conference on Fuzzy Systems - Solving the sales prediction problem with fuzzy evolving methods

Dovzan, Dejan, Logar, Vito, Skrjanc, Igor

Year:

2012

Language:

english

File:

PDF, 875 KB

english, 2012

17

[IEEE 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) - Linz, Austria (2014.6.2-2014.6.4)] 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) - Evolving neural network with extreme learning for system modeling

Rosa, Raul, Gomide, Fernando, Dovzan, Djan, Skrjanc, Igor

Year:

2014

Language:

english

File:

PDF, 225 KB

english, 2014

18

[IEEE 2010 International Joint Conference on Computational Cybernetics and Technical Informatics - Timisoara, Romania (2010.05.27-2010.05.29)] 2010 International Joint Conference on Computational Cybernetics and Technical Informatics - Fuzzy predictive functional control with adaptive fuzzy model

Dovzan, Dejan, Skrjanc, Igor

Year:

2010

Language:

english

File:

PDF, 860 KB

english, 2010

19

[IEEE 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) - Linz, Austria (2014.6.2-2014.6.4)] 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) - Towards evolving fuzzy reference controller

Dovzan, Dejan, Blazic, Saso, Skrjanc, Igor

Year:

2014

Language:

english

File:

PDF, 1.04 MB

english, 2014

20

[IEEE 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) - Linz, Austria (2014.6.2-2014.6.4)] 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) - Evolving fuzzy-madel-based on c-regression clustering

Skrjanc, Igor, Dovzan, Dejan, Gomide, Fernando

Year:

2014

Language:

english

File:

PDF, 204 KB

english, 2014

21

[IEEE 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) - Linz, Austria (2014.6.2-2014.6.4)] 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) - A 2 DOF predictive control based on evolving fuzzy model

Zdesar, Andrej, Dovzan, Dejan, Skrjanc, Igor

Year:

2014

Language:

english

File:

PDF, 274 KB

english, 2014

22

[IEEE 2012 IEEE Congress on Evolutionary Computation (CEC) - Brisbane, Australia (2012.06.10-2012.06.15)] 2012 IEEE Congress on Evolutionary Computation - Solving the sales prediction problem with fuzzy evolving methods

Dovzan, Dejan, Logar, Vito, Skrjanc, Igor

Year:

2012

Language:

english

File:

PDF, 875 KB

english, 2012

23

Implementation of an Evolving Fuzzy Model (eFuMo) in a Monitoring System for a Waste Water Treatment Process

Dovzan, Dejan, Logar, Vito, Skrjanc, Igor

Journal:

IEEE Transactions on Fuzzy Systems

Year:

2014

Language:

english

File:

PDF, 2.61 MB

english, 2014

24

Evolving Gustafson-kessel Possibilistic c-Means Clustering

I. Škrjanc, D. Dovžan

Year:

2015

Language:

english

File:

PDF, 358 KB

english, 2015

25

[IEEE 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS) - Douai, France (2015.12.1-2015.12.3)] 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS) - Possible use of evolving c-regression clustering for energy consumption profiles classification

Dovzan, Dejan, Skrjanc, Igor

Year:

2015

Language:

english

File:

PDF, 760 KB

english, 2015

26

Robust Evolving Fuzzy Adaptive Control With Input-domain Clustering

Blazic, Saso, Dovzan, Dejan, Skrjanc, Igor

Journal:

IFAC Proceedings Volumes

Year:

2014

Language:

english

File:

PDF, 2.00 MB

english, 2014

27

Demand-side system reserve provision in a stochastic market model

Artač, G., Kladnik, B., Dovžan, D., Pantoš, M., Gubina, A. F.

Journal:

Energy Sources Part B Economics Planning and Policy

Year:

2016

Language:

english

File:

PDF, 931 KB

english, 2016

28

[IEEE 2016 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) - Natal, Brazil (2016.5.23-2016.5.25)] 2016 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) - Evolving fuzzy model for short-term prediction of energy consumption profiles

Dovzan, Dejan, Skrjanc, Igor

Year:

2016

Language:

english

File:

PDF, 250 KB

english, 2016

29

A comparison of fuzzy identification methods on benchmark datasets

Aleksovski, Darko, Dovžan, Dejan, Džeroski, Sašo, Kocijan, Juš

Journal:

IFAC-PapersOnLine

Year:

2016

Language:

english

File:

PDF, 573 KB

english, 2016

30

[IEEE 2017 Evolving and Adaptive Intelligent Systems (EAIS) - Ljubljana, Slovenia (2017.5.31-2017.6.2)] 2017 Evolving and Adaptive Intelligent Systems (EAIS) - Evolving fuzzy model in fault detection system

Year:

2017

Language:

english

File:

PDF, 994 KB

english, 2017

31

[IEEE 2017 Evolving and Adaptive Intelligent Systems (EAIS) - Ljubljana, Slovenia (2017.5.31-2017.6.2)] 2017 Evolving and Adaptive Intelligent Systems (EAIS) - Evolving Cauchy possibilistic clustering based on cosine similarity for monitoring cyber systems

Skrjanc, Igor, de Miguel, Araceli Sanchis, Iglesias, Jose Antonio, Ledezma, Agapito, Dovzan, Dejan

Year:

2017

File:

PDF, 262 KB

2017

32

[IEEE 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - Honolulu, HI, USA (2017.11.27-2017.12.1)] 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - Evolving cauchy possibilistic clustering and its application to large-scale cyberattack monitoring

Skrjanc, Igor, Ozawa, Seiichi, Dovzan, Dejan, Tao, Ban, Nakazato, Junji, Shimamura, Jumpei

Year:

2017

Language:

english

File:

PDF, 382 KB

english, 2017

33

Confidence-interval Fuzzy Model-based Indoor Localization

Tomazic, Simon, Dovzan, Dejan, Skrjanc, Igor

Journal:

IEEE Transactions on Industrial Electronics

Year:

2018

Language:

english

File:

PDF, 2.62 MB

english, 2018

34

Inner matrix norms in evolving Cauchy possibilistic clustering for classification and regression from data streams

Škrjanc, Igor, Blažič, Sašo, Lughofer, Edwin, Dovžan, Dejan

Journal:

Information Sciences

Year:

2019

Language:

english

File:

PDF, 1.74 MB

english, 2019