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/ |
Slike so ustvarjene s pomočjo umetne inteligence
Predmeti
Predmet (eŠtudij) | Učni načrt (moja.um.si) | Letnik | Program |
|---|---|---|---|
Programiranje I | 1. | R-IT (UN) | |
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) |
Raziskovalno delo
Optimizacija
- Stohastični algoritmi
- Diferencialna evolucija
- Multimodalna optimizacija
- Paralelno in porazdeljeno računanje
- Procesiranje naravnega jezika
Problemi
- Problem binarnih zaporedij z nizkimi avtokorelacijami
- Optimizacija zvijanja proteinov
- Računalniški šah
- Problem trgovskega potnika (asimetrični)
Bibligrafija
Projekti
- Računalniški sistemi, metodologije in inteligentne storitve
- DAPHNE
- Integrated Data Analysis Pipelines for large-scale data management, High-performance computing, and machiNE learning
- Integracija kanalov za analizo podatkov za upravljanje velikih podatkov, HPC in strojno učenje
Izbrane objave
Sistem za podnaslavljanje slovenskega govora za gluhe in naglušne Journal Article
In: Elektrotehniski Vestnik, vol. 92, no. 5, pp. 261–269, 2025.
Improving mutation strategies in differential evolution with a new pbest selection mechanism Journal Article
In: Applied Soft Computing, pp. 113978, 2025, ISSN: 1568-4946.
Integer partitions and the merit factor problem Proceedings Article
In: pp. 587–590, Slovenska sekcija IEEE; Fakulteta za elektrotehniko, 2025.
Ciljni pristop pri reševanju nesimetričnega trgovskega potnika Proceedings Article
In: pp. 357–360, Slovenska sekcija IEEE; Fakulteta za elektrotehniko, 2025.
Cooperative Coevolution Framework with Recursive Differential Grouping Algorithms for Solving Large-Scale Optimization Problems Proceedings Article
In: IEEE EUROCON 2025-21st International Conference on Smart Technologies, pp. 1–6, IEEE 2025.

Dual-step optimization for binary sequences with high merit factors Journal Article
In: Digital Signal Processing, vol. 165, pp. 105316, 2025, ISSN: 1051-2004.

Comparative Study of Modern Differential Evolution Algorithms: Perspectives on Mechanisms and Performance Journal Article
In: Mathematics, vol. 13, no. 10, pp. 1556, 2025.
![[Preprint v2] Comparative Study of Modern Differential Evolution Algorithms: Perspectives on Mechanisms and Performance](https://labraj.feri.um.si/wp-content/uploads/2025/05/UTF-8fg_ranks_CD_D100.webp)
2025, visited: 06.05.2025.
In: Elektrotehniski Vestnik, vol. 92, no. 3, pp. 97–103, 2025.

Two-phase optimization of binary sequences with low peak sidelobe level value Journal Article
In: Expert Systems with Applications, vol. 251, pp. 124032, 2024, (Art. no. 124032).
An Efficient Algorithm for Designing Long Aperiodic Binary Sequences with Low Auto-Correlation Sidelobes Journal Article
In: IEEE access, vol. 12, 2024, ISSN: 2169-3536.
Using Neural Networks in the Search of Low Auto-correlation Binary Sequences Proceedings Article
In: 2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON), pp. 1–6, IEEE 2024, ISSN: 2158-8481.

Parallel self-avoiding walks for a low-autocorrelation binary sequences problem Journal Article
In: Journal of Computational Science, 2024, (Art. no. 102260).
A Comparison of the State-of-the-Art Evolutionary Algorithms with Different Stopping Conditions Proceedings Article
In: IJCCI, pp. 222–229, 2023.
Group contribution cooperative co-evolution framework for CEC’2013 large-scale optimization problems Proceedings Article
In: pp. 35–38, University of Primorska Press; Faculty of Electrical Engineering and Computer Science; Faculty of Computer and Information Science, 2023, (Nasl. z nasl. zaslona).

Analysis based on statistical distributions: A practical approach for stochastic solvers using discrete and continuous problems Journal Article
In: Information Sciences, vol. 633, pp. 469–490, 2023.
Reduction of neural machine translation failures by incorporating statistical machine translation Journal Article
In: Mathematics, vol. 11, no. 11, pp. 2484, 2023.
WEB-SPSE Online
2023, visited: 09.05.2023, (optimizacijski problemi / stohastični algoritmi).
Nevronske mreže za iskanje binarnih sekvenc z nizko avtokorelacijo Proceedings Article
In: Proceedings of the 32nd International Electrotechnical and Computer Science Conference ERK 2023, pp. 475-478, Slovenian Section IEEE, 2023, ISSN: 2591-0442.
Computational Search of Long Skew-symmetric Binary Sequences with High Merit Factors Journal Article
In: Mendel, vol. 28, no. 2, pp. 17 – 24, 2022.



































