PhD Aleš Zamuda [28880]

1. PRICA, Teo, ZAMUDA, Aleš. High-performance deployment operational Data analytics of pre-trained multi-label classification architectures with differential-evolution-based hyperparameter optimization (AutoDEHypO). Mathematics. 2025, vol. 13, iss. 10, [article no.] 1681, 50 str. ISSN 2227-7390. Digitalna knjižnica Univerze v Mariboru – DKUM, DOI: 10.3390/math13101681. [COBISS.SI-ID 237135619]
project: This research was funded and conducted within the Individual Research Work 3 Unit of the doctoral program for Computer Science and Informatics at the University of Maribor. The fee for study enrollment was financed by IZUM—Institute of Information Science (17-2141-2023/01-ab and 17-2375-2024/01-ab).

2. ZAMUDA, Aleš, LLORET, Elena. Optimizing data-driven models for summarization as parallel tasks. Journal of computational science. April 2020, vol. 42, str. 1-16, ilustr. ISSN 1877-7503. DOI: 10.1016/j.jocs.2020.101101. [COBISS.SI-ID 23118358]

3. ZAMUDA, Aleš, HERNÁNDEZ SOSA, José Daniel. Success history applied to expert system for underwater glider path planning using differential evolution. Expert systems with applications. [Print ed.]. 1 April 2019, vol. 119, str. 155-170. ISSN 0957-4174. DOI: 10.1016/j.eswa.2018.10.048. [COBISS.SI-ID 21833238]

4. CARLOS, Lucas, HERNÁNDEZ SOSA, José Daniel, GREINER, David, ZAMUDA, Aleš, CALDEIRA, Rui. An approach to multi-objective path planning optimization for underwater gliders. Sensors. 2019, vol. 19, no. 24, str. 1-28, ilustr. ISSN 1424-8220. DOI: 10.3390/s19245506. [COBISS.SI-ID 22869270]

5. VIKTORIN, Adam, SENKERIK, Roman, PLUHACEK, Michal, KADAVY, Tomas, ZAMUDA, Aleš. Distance based parameter adaptation for Success-History based Differential Evolution. Swarm and evolutionary computation. Nov. 2019, vol. 50, str. 1-17. ISSN 2210-6502. DOI: 10.1016/j.swevo.2018.10.013. [COBISS.SI-ID 21862422]

6. ZAMUDA, Aleš, HERNÁNDEZ SOSA, José Daniel, ADLER, Leonhard. Constrained differential evolution optimization for underwater glider path planning in sub-mesoscale eddy sampling. Applied soft computing. [Print ed.]. May 2016, vol. 42, str. 93-118. ISSN 1568-4946. DOI: 10.1016/j.asoc.2016.01.038. [COBISS.SI-ID 19316502]

7. HAMANN, Heiko, KHALUF, Yara, BOTEV, Jean, DIVBAND SOORATI, Mohammad, FERRANTE, Eliseo, KOSAK, Oliver, MONTANIER, Jean-Marc, MOSTAGHIM, Sanaz, REDPATH, Richard, TIMMIS, Jon, VEENSTRA, Frank, WAHBY, Mostafa, ZAMUDA, Aleš, et al. Hybrid societies : challenges and perspectives in the design of collective behavior in self-organizing systems. Frontiers in robotics and AI. April 2016, vol. 3, article 14, str. 1-8. ISSN 2296-9144. http://journal.frontiersin.org/article/10.3389/frobt.2016.00014/full, Digitalna knjižnica Univerze v Mariboru – DKUM, DOI: 10.3389/frobt.2016.00014. [COBISS.SI-ID 19415574]

8. GLOTIĆ, Arnel, ZAMUDA, Aleš. Short-term combined economic and emission hydrothermal optimization by surrogate differential evolution. Applied energy. 1 March 2015, vol. 141, str. 42-56. ISSN 0306-2619. DOI: 10.1016/j.apenergy.2014.12.020. [COBISS.SI-ID 18347030]

9. ZAMUDA, Aleš, BREST, Janez. Self-adaptive control parameters' randomization frequency and propagations in differential evolution. Swarm and evolutionary computation. Dec. 2015, vol. 25, str. 72-99. ISSN 2210-6502. DOI: 10.1016/j.swevo.2015.10.007. [COBISS.SI-ID 19030550]

10. ZAMUDA, Aleš, HERNÁNDEZ SOSA, José Daniel. Differential evolution and underwater glider path planning applied to the short-term opportunistic sampling of dynamic mesoscale ocean structures. Applied soft computing. [Print ed.]. Nov. 2014, vol. 24, str. 95-108. ISSN 1568-4946. DOI: 10.1016/j.asoc.2014.06.048. [COBISS.SI-ID 17953046]

11. ZAMUDA, Aleš, BREST, Janez. Vectorized procedural models for animated trees reconstruction using differential evolution. Information sciences. [Print ed.]. Sep. 2014, vol. 278, str. 1-21. ISSN 0020-0255. DOI: 10.1016/j.ins.2014.04.037. [COBISS.SI-ID 17793558]

12. ZAMUDA, Aleš, BREST, Janez. Environmental framework to visualize emergent artificial forest ecosystems. Information sciences. [Print ed.]. Jan. 2013, vol. 220, str. 522-540. ISSN 0020-0255. DOI: 10.1016/j.ins.2012.07.031. [COBISS.SI-ID 16157206]

13. BREST, Janez, KOROŠEC, Peter, ŠILC, Jurij, ZAMUDA, Aleš, BOŠKOVIĆ, Borko, SEPESY MAUČEC, Mirjam. Differential evolution and differential ant-stigmergy on dynamic optimisation problems. International Journal of Systems Science. 2013, vol. 44, no. 4, str. 663-679. ISSN 0020-7721. DOI: 10.1080/00207721.2011.617899. [COBISS.SI-ID 15354390]

14. ZAMUDA, Aleš, NICOLÁU, Miguel, ZARGES, Christine. A black-box discrete optimization benchmarking (BB-DOB) pipeline survey: taxonomy, evaluation, and ranking. In: GECCO 2018, the Genetic and Evolutionary Computation Conference Companion a recombination of the 27th International Conference on Genetic Algorithms (ICGA) and the 23rd Annual Genetic Programming Conference (GP), July 15th - 19th 2018, Kyoto, Japan. New York: ACM = Association for Computing Machinery, 2018. Str. 1777-1782. ISBN 978-1-4503-5764-7. DOI: 10.1145/3205651.3208307. [COBISS.SI-ID 21657622]

15. ZAMUDA, Aleš, ZARGES, Christine, ŠTIGLIC, Gregor, HROVAT, Goran. Stability selection using a genetic algorithm and logistic linear regression on healthcare records. In: GECCO'17 companion : proceeding of the 2017 on Genetic and Evolutionary Computation Conference Companion, July 15-19, 2017 Berlin, Germany. New York: ACM = Association for Computing Machinery, 2017. Str. 143-144. ISBN 978-1-4503-4939-0. https://dl.acm.org/citation.cfm?id=3076077, DOI: 10.1145/3067695.3076077. [COBISS.SI-ID 21258006]

16. ZAMUDA, Aleš. Diferencialna evolucija za rekonstrukcijo parametriziranih proceduralnih drevesnih modelov : doktorska disertacija. [Maribor: A. Zamuda], 2012. XXII, 164 str., ilustr. Digitalna knjižnica Univerze v Mariboru – DKUM, Digitalna knjižnica Slovenije - dLib.si. [COBISS.SI-ID 16001302]

17. ZAMUDA, Aleš. Differential evolution and large-scale optimization applications. Hershey (PA): IGI Global, Apr. 2016. IGI Global Video Lectures. ISBN 978-1-5225-0729-1. https://www.igi-global.com/gateway/video/148878?lid=149972, http://www.igi-global.com/video/differential-evolution-large-scale-optimization/148878, Digitalna knjižnica Univerze v Mariboru – DKUM, DOI: 10.4018/978-1-5225-0729-1. [COBISS.SI-ID 19607062]