Bibliografija
Slike so ustvarjene s pomočjo DALL·E
Visoko citirano
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.
2025, visited: 06.05.2025.
2024
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.
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.
Parallel self-avoiding walks for a low-autocorrelation binary sequences problem Journal Article
In: Journal of Computational Science, 2024, (Art. no. 102260).
Two-phase optimization of binary sequences with low peak sidelobe level value Journal Article
In: Expert Systems with Applications, vol. 251, 2024, (Art. no. 124032).
2023
WEB-SPSE Book
s. n.], 2023, (Nasl. z nasl. zaslona).
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.
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.
Slovenian command word speech recognition using transfer learning Conference
Proceedings of the 9th Student Computing Research Symposium : (SCORES'23), 2023, ISBN: 978-961-293-253-4..
2021
Deep Learning and the Game of Checkers Journal Article
In: MENDEL, vol. 27, no. 2, pp. 1–6, 2021, ISSN: 2571-3701.
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.
Analiza sentimenta komentarjev hotelov z uporabo slovarjev in metode Naivni Bayes Proceedings Article
In: Proceedings of the 2021 7th Student Computer Science Research Conference, pp. 65, 2021.
Low Autocorrelation Binary Sequences: Best-Known Peak Sidelobe Level Values Journal Article
In: IEEE Access, vol. 9, pp. 67713–67723, 2021.
2020
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.
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.
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 Book
Springer Nature, 2020.
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.
2019
In: Swarm and Evolutionary Computation, vol. 50, pp. 100428, 2019.
The 100-digit challenge: Algorithm jDE100 Proceedings Article
In: 2019 IEEE congress on evolutionary computation (CEC), pp. 19–26, IEEE 2019.
Vizualizacija zvijanja proteinov in reševanja problema LABS Journal Article
In: Zbornik povzetkov slovenskih delavnic „Algoritmi po vzorih iz narave“ v študijskem letu 2018/2019, pp. 7, 2019.
Improving statistical machine translation quality using differential evolution Journal Article
In: Informatica, vol. 30, no. 4, pp. 629–645, 2019.
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.
Differential Evolution and Large-Scale Optimization Applications Journal Article
In: IGI Global, InfoSci-Videos, vol. ??, iss. ??, pp. ??, 2019.
Comparison of clustering optimization for classification with PSO algorithms Proceedings Article
In: Computer Science Research Conference, 2019.
Izboljšanje zaznave sovražnega in zlonamernega govora s pomočjo slovarja besed Proceedings Article
In: Iztok (ur.) FISTER, (Ed.): Proceedings of the 2019 6th Student Computer Science Research Conference – StuCoSReC, 2019.
Nadgradnja algoritma FLORS za besednovrstno oznaˇcevanje slovenskih besedil Conference
Proceedings of the 2019 6th Student Computer Science Research Conference – StuCoSReC, 2019.
2018
Differential Evolution for Evolutionary Computation Challenges: examples from tree growth, energy scheduling, and deep ocean underwater robotics – Tutorial Proceedings Article
In: 24th International Conference on Soft Computing, pp. 1-1, 2018.
Differential Evolution and Systems, Signals, and Image Processing – Tutorial Proceedings Article
In: 2018 25th International Conference on Systems, Signals and Image Processing (IWSSIP), pp. 1-28, 2018.
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.
A black-box discrete optimization benchmarking (BB-DOB) pipeline survey: taxonomy, evaluation, and ranking Proceedings Article
In: Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO 2018), pp. 1777-1782, 2018.
Načrtovanje poprocesorja za pretvorbo NC/ISO G-kode v translacije za 3/5 osnega robota ACMA ABB XR701 Proceedings Article
In: pp. 27–33, University of Primorska Press, 2018, (Nasl. z nasl. zaslona).
Protein folding optimization using differential evolution extended with local search and component reinitialization Journal Article
In: Information Sciences, vol. 454, pp. 178–199, 2018.
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.
Razpoznavanje literature v dokumentih in določanje njihovih sklicev v besedilu Conference
Proceedings of the 2018 5th Student Computer Science Research Conference – StuCoSReC, 2018.
Named entity recognition and classification using artificial neural network Conference
Proceedings of the 2018 5th Student Computer Science Research Conference – StuCoSReC, 2018.
Klasifikacija samomorilskih pisem Conference
Proceedings of the 2018 5th Student Computer Science Research Conference – StuCoSReC, 2018.
2017
Insight into Parameter Control During Evolution Bachelor Thesis
2017.
Distance based parameter adaptation for differential evolution Proceedings Article
In: 2017 IEEE Symposium Series on Computational Intelligence (SSCI), pp. ??, 2017.
Adaptive Constraint Handling and Success History Differential Evolution for CEC 2017 Constrained Real-Parameter Optimization Proceedings Article
In: Proceedings of the 2017 IEEE Congress on Evolutionary Computation, pp. 2443–2450, 2017.
Stability selection using a genetic algorithm and logistic linear regression on healthcare records Proceedings Article
In: Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO 2017), pp. 143-144, 2017.
Low-Autocorrelation Binary Sequences: On Improved Merit Factors and Runtime Predictions to Achieve Them Journal Article
In: Appl. Soft Comput., vol. 56, pp. 262–285, 2017.
Single objective real-parameter optimization: Algorithm jSO Proceedings Article
In: 2017 IEEE congress on evolutionary computation (CEC), pp. 1311–1318, IEEE 2017.
2016
iL-SHADE: Improved L-SHADE algorithm for single objective real-parameter optimization Proceedings Article
In: 2016 IEEE congress on evolutionary computation (CEC), pp. 1188–1195, IEEE 2016, ISBN: 978-1-5090-0623-6.
Genetic algorithm with advanced mechanisms applied to the protein structure prediction in a hydrophobic-polar model and cubic lattice Journal Article
In: Applied Soft Computing, vol. 45, pp. 61–70, 2016.
Tiled EvoLisa Image Evolution With Blending Triangle Brushstrokes and Gene Compression DE Proceedings Article
In: IEEE Congress on Evolutionary Computation (CEC) 2016, pp. 2618-2625, 2016.
Improving Constrained Glider Trajectories for Ocean Eddy Border Sampling within Extended Mission Planning Time Proceedings Article
In: IEEE Congress on Evolutionary Computation (CEC) 2016, pp. 1727-1734, 2016.