Bibliografija
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Visoko citirano
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.
Dual-Step Optimization for Binary Sequences with High Merit Factors Journal Article
In: arXiv preprint arXiv:2409.07222, 2024.
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.
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.
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
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
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.
Success Clusters in Differential Evolution Proceedings Article
In: IEEE SSCI2016 Symposium Series on Computational Intelligence, December 6-9, 2016, Athens, Greece, pp. ??, 2016.
Constrained Differential Evolution Optimization for Underwater Glider Path Planning in Sub-mesoscale Eddy Sampling Journal Article
In: Applied Soft Computing, vol. 42, iss. ??, pp. 93-118, 2016.
Razpletanje sej spletnega strežnika PhD Thesis
Univerza v Ljubljani, 2016.
Differential evolution for protein folding optimization based on a three-dimensional AB off-lattice model Journal Article
In: Journal of molecular modeling, vol. 22, pp. 1–15, 2016.
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.
2015
Differential Evolution Control Parameters Study for Self-Adaptive Triangular Brushstrokes Journal Article
In: Informatica – An International Journal of Computing and Informatics, vol. 39, iss. 2, pp. 105-113, 2015.
Self-adaptive control parameters' randomization frequency and propagations in differential evolution Journal Article
In: Swarm and Evolutionary Computation, vol. 25, iss. ??, pp. 72-99, 2015, ((Special Issue on Recent Advances in Modern Nature-Inspired Algorithms, RAMONA)).