Janez Brest

Naziv:Redni profesor
Prostor:F-203
Govorilne ure:Petek, 12-14
Telefon:+386 (2) 22 07 452
E-pošta:
Spletna stran:/zaposleni/janez-brest/
Google Scholar:GoogleScholar Cites
Orcid ID:0000-0001-5864-3533
Research ID:/record/B-8013-2008
Github:/github.com/J-Brest
Uploads:/uploads/janez/

Predmeti

Predmet (eŠtudij)
Učni načrt (moja.um.si)
Letnik
Program
Programiranje I
1.
R-IT (UN)
Računalniške arhitekture
2.
R-IT (UN)
Sistemska administracija
2.
R-IT (UN)
Paralelno in porazdeljeno računanje
3.
R-IT (UN)
Programiranje I
1.
R-IT (VS)
Organizacija in arhitektura računalnikov
1.
R-IT (VS)
Paralelno in porazdeljeno računanje
3.
R-IT (VS)
Algoritmi po vzorih iz narave
1.
R-IT (DR)

Projekti

Izbrane objave

99 entries « 2 of 5 »

Herzog, Jana; Brest, Janez; Bošković, Borko

Performance analysis of selected evolutionary algorithms on different benchmark functions Proceedings Article

In: International Conference on Bioinspired Optimization Methods and Their Applications, pp. 170–184, Springer 2022.

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Popič, Jan; Bošković, Borko; Brest, Janez

Deep Learning and the Game of Checkers Journal Article

In: MENDEL, vol. 27, no. 2, pp. 1–6, 2021, ISSN: 2571-3701.

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Brest, Janez; Maučec, Mirjam Sepesy; Bošković, Borko

Self-adaptive differential evolution algorithm with population size reduction for single objective bound-constrained optimization: Algorithm j21 Proceedings Article

In: 2021 IEEE congress on evolutionary computation (CEC), pp. 817–824, IEEE 2021, ISBN: 978-1-7281-8393-0.

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Brest, Janez; Bošković, Borko

Low Autocorrelation Binary Sequences: Best-Known Peak Sidelobe Level Values Journal Article

In: IEEE Access, vol. 9, pp. 67713–67723, 2021.

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Fister, Iztok; Brest, Janez; Iglesias, Andres; Galvez, Akemi; Deb, Suash

On Selection of a Benchmark by Determining the Algorithms' Qualities Journal Article

In: IEEE Access, vol. 9, pp. 51166–51178, 2021.

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Brest, Janez; Bošković, Borko

[Preprint] Computational searching of long skew-symmetric binary sequences with high merit factors Online

2020, visited: 30.10.2020.

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Popic, Jan; Ornik, Timi; Planer, Nejc; Boškovic, Borko; Brest, Janez

Ekstrakcija ključnih besed filmov iz podnapisov Proceedings Article

In: Proceedings of the Twenty-ninth International Electrotechnical and Computer Science Conference ERK 2020, pp. 301-304, Slovenian Section IEEE, 2020, ISSN: 2591-0442.

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Brest, Janez; Maučec, Mirjam Sepesy; Bošković, Borko

Differential evolution algorithm for single objective bound-constrained optimization: Algorithm j2020 Proceedings Article

In: 2020 IEEE congress on evolutionary computation (CEC), pp. 1-8, IEEE 2020.

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Two-phase protein folding optimization on a three-dimensional AB off-lattice model

Bošković, Borko; Brest, Janez

Two-phase protein folding optimization on a three-dimensional AB off-lattice model Journal Article

In: Swarm and Evolutionary Computation, vol. 57, pp. 100708, 2020.

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Alić, Amina; Berkovič, Klemen; Bošković, Borko; Brest, Janez

Population size in differential evolution Proceedings Article

In: Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing: 7th International Conference, SEMCCO 2019, and 5th International Conference, FANCCO 2019, Maribor, Slovenia, July 10–12, 2019, Revised Selected Papers 7, pp. 21–30, Springer 2020, ISBN: 978-3-030-37838-7.

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Fister, Dušan; Fister, Iztok; Jagrič, Timotej; Jr, Iztok Fister; Brest, Janez

Wrapper-based feature selection using self-adaptive differential evolution Proceedings Article

In: International Conference on Swarm, Evolutionary, and Memetic Computing, pp. 135–154, Springer 2020.

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Fister, Iztok; Fister, Dušan; Deb, Suash; Mlakar, Uroš; Brest, Janez; Jr, Iztok Fister

Post hoc analysis of sport performance with differential evolution Journal Article

In: Neural Computing and Applications, vol. 32, no. 15, pp. 10799–10808, 2020, (2018-03-02).

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Maučec, Mirjam Sepesy; Brest, Janez

A review of the recent use of Differential Evolution for Large-Scale Global Optimization: An analysis of selected algorithms on the CEC 2013 LSGO benchmark suite Journal Article

In: Swarm and Evolutionary Computation, vol. 50, pp. 100428, 2019.

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Dugonik, Jani; Bošković, Borko; Brest, Janez; Maučec, Mirjam Sepesy

Improving statistical machine translation quality using differential evolution Journal Article

In: Informatica, vol. 30, no. 4, pp. 629–645, 2019.

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Berkovic, Klemen; Mlakar, Uroš; Boškovic, Borko; Fister, Iztok; Brest, Janez

Comparison of clustering optimization for classification with PSO algorithms Proceedings Article

In: Computer Science Research Conference, 2019.

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The 100-digit challenge: Algorithm jDE100

Brest, Janez; Maučec, Mirjam Sepesy; Bošković, Borko

The 100-digit challenge: Algorithm jDE100 Proceedings Article

In: 2019 IEEE congress on evolutionary computation (CEC), pp. 19–26, IEEE 2019.

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Brest, Janez; Popič, Jan; Maučec, Mirjam Sepesy; Boškovic, Borko

Analiza algoritma jDE100 za enokriterijsko globalno optimizacijo z realnimi vrednostmi Proceedings Article

In: Proceedings of the Twenty-eight International Electrotechnical and Computer Science Conference ERK 2019, pp. 215-218, Slovenian Section IEEE, 2019, ISSN: 2591-0442.

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Zamuda, Aleš; Brest, Janez

On Tenfold Execution Time in Real World Optimization Problems with Differential Evolution in Perspective of Algorithm Design Proceedings Article

In: 2018 25th International Conference on Systems, Signals and Image Processing (IWSSIP), pp. 1-5, 2018.

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Protein folding optimization using differential evolution extended with local search and component reinitialization

Bošković, Borko; Brest, Janez

Protein folding optimization using differential evolution extended with local search and component reinitialization Journal Article

In: Information Sciences, vol. 454, pp. 178–199, 2018.

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Brest, Janez; Bošković, Borko

A heuristic algorithm for a low autocorrelation binary sequence problem with odd length and high merit factor Journal Article

In: IEEE Access, vol. 6, pp. 4127–4134, 2018.

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99 entries « 2 of 5 »