Pavle Milošević

Vanredni profesor

Katedra za upravljanje sistemima
  • pavle.milosevic@fon.bg.ac.rs
  • 119
  • Utorak 12:00 - 14:00

Termin konsultacija

Obrazovanje

  • 2018., doktor nauka-organizacione nauke, Univerzitet u Beogradu-Fakultet organizacionih nauka.
  • 2012., master inženjer organizacionih nauka – elektronsko poslovanje i upravljanje sistemima, Univerzitet u Beogradu-Fakultet organizacionih nauka.
  • 2011., diplomirani inženjer organizacionih nauka – informacioni sistemi i tehnologije, Univerzitet u Beogradu-Fakultet organizacionih nauka.

Odabrane reference

  • Milošević, P., Petrović, B., & Jeremić, V. (2017). IFS-IBA similarity measure in machine learning algorithms. Expert Systems with Applications, 89, 296-305. DOI:10.1016/j.eswa.2017.07.048 WOS:000411420200024 (IF2017: 3.768)
  • Milošević, P., Petrović, B., & Dragović, I. (2021). A novel approach to generalized intuitionistic fuzzy sets based on interpolative Boolean algebra. Mathematics, 9(17), 2115. DOI:10.3390/math9172115 WOS:000694412800001 (IF2021: 2.592)
  • Jelinek, S., Milošević, P., Rakićević, A., Poledica A., & Petrović, B. (2022). A novel IBA-DE hybrid approach for modeling sovereign credit ratings. Mathematics, 10, 2679. DOI:10.3390/math10152679 WOS:000839694200001 (IF2022: 2.4)
  • Jelisić, E., Ivezić, N., Kulvatunyou, B., Milošević, P., Babarogić, S., & Marjanović, Z. (2022). A novel Business Context-based approach for improved standards-based systems integration — a feasibility study. Journal of Industrial Information Integration, 29, 100385. DOI:10.1016/j.jii.2022.100385 WOS:000888151100002 (IF2022: 15.7)
  • Milošević, P., Petrović, B., Radojević, D., & Kovačević, D. (2014). A Software Tool for Uncertainty Modeling using Interpolative Boolean Algebra. Knowledge-Based Systems, 62, 1-10. DOI:10.1016/j.knosys.2014.01.019 WOS:000336116900001 (IF2014: 2.947)
  • Kovačević, D., Mladenović, N., Petrović, B., & Milošević, P. (2014). DE-VNS: Self-adaptive Differential Evolution with crossover neighborhood search for continuous global optimization. Computers and Operations Research, 52(part B), 157-169. DOI:10.1016/j.cor.2013.12.009 WOS:000343952200003 (IF2014: 1.861)
  • Vukićević, A., Đapan, M., Isailović, V., Milašinović, D., Savković, M., & Milošević, P. (2022). Generic compliance of industrial PPE by using deep learning techniques. Safety Science, 148, 105646. DOI:10.1016/j.ssci.2021.105646 WOS:000784020300015 (IF2022: 6.1)
  • Poledica, A., Milošević, P., Dragović, I., Petrović, B., & Radojević, D. (2015). Modeling consensus using logic-based similarity measures. Soft Computing, 19(11), 3209-3219. DOI:10.1007/s00500-014-1476-5 WOS:000361738400011 (IF2015: 1.630)
    • Dobrić, V., Milošević, P., Rakićević, A., Petrović, B., & Poledica, A. (2017). Interpolative Boolean networks. Complexity, 2017, Article ID 2647164. DOI: 10.1155/2017/2647164 WOS:000414086100001 (IF2017: 1.829)
  • Milošević, P., Poledica, A., Rakićević, A., Dobrić, V., Petrović, B., & Radojević, D. (2018). IBA-based framework for modeling similarity. International Journal of Computational Intelligence Systems, 11(1), 206-218. DOI:10.2991/ijcis.11.1.16 WOS:000430620000016 (IF2018: 2.153)

Nagrade i priznanja

  • 2019., Godišnjom nagradom Matematičkog instituta SANU u oblasti računarstva za studente doktorskih studija, MI SANU.
  • 2016., Nagrada za inovativni pristup istraživanju, SymOrg 2016.
  • 2015., Studentskom stipendijom, European Society for Fuzzy Logic and Technology (EUSFLAT).
  • 2012., Koautor najboljeg studentskog rada, IEEE SOFA 2012

Učešće na projektima

  • 2020-2022., Primena veštačke inteligencije za unapređenje bezbednosti na radu / Artificial Intelligence for Managing Workplace Safety. Fond za nauku Republike Srbije.
  • 2018-2020., Primena multimodalne biometrije u menadžmentu identiteta, Ministarstvo prosvete, nauke i tehnološkog razvoja Republike Srbije.
  • 2019., Izrada softvera za procjenjivanje darovitosti kod dece, Ministarstvo za naučnotehnološki razvoj, visoko obrazovanje i informaciono društvo, Vlada Republike Srpske.
  • 2019., Softverska podrška za predviđanje uspješnosti studiranja, Ministarstvo za naučnotehnološki razvoj, visoko obrazovanje i informaciono društvo, Vlada Republike Srpske.
  • 2023., Razvoj sistema za upravljanje tokovima knjiga u okviru Izdavačke delatnosti Fakulteta, Univerzitet u Beogradu – Fakultet organizacionih nauka.

Članstvo u organizacijama

  • European Society for Fuzzy Logic and Technology (EUSFLAT)
  • EUSFLAT working group – Intuitionistic Fuzzy Sets: Theory, Applications and Related Topics – (IFSTART)
  • Serbian AI Society (SAIS)

Ostalo

  • Održana pozivna i stručna predavanja:
  • 2022., Artificial Intelligence for Managing Workplace Safety: A review of progress, possibilities and barriers for wider applications in industry practice.
    • Research Seminar of the Department of Mathematics. Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
  • 2022., Artificial Intelligence for Managing Workplace Safety: Case of Medical Face Mask Detection. Invited lecture as a part of Research Class talks. University of Rijeka, Faculty of Informatics and Digital Technologies, Rijeka, Croatia.
  • 2022., Face Spoofing Detection: Theory and Practice. Data Science Conference – DSC Europe 22. Belgrade, Serbia.
  • 2022., Generalizacije intuicionistickih fazi skupova i IFS-IBA pristup. Seminar on Computer Science and Applied Mathematics. Mathematical Institute of the Serbian Academy of Sciences and Arts, Belgrade, Serbia.
  • 2022., Detekcija fraud napada pri slikanju lica, Seminar Kompjuterska vizija i računarska inteligencija: juče, danas i sutra. Univerzitet u Beogradu-Fakultet organizacionih nauka, Beograd, Srbija.