Ana Gjorgjevikj

1. GJORGJEVIKJ, Ana, STOJANOV, Riste, TRAJANOV, Dimitar. SemCCM : course and competence management in learning management systems using semantic web technologies. In: SACK, Harald, FILIPOWSKA, Agata. SEM '14 : Proceedings of the 10th international conference on semantic systems, September 4-5, 2024, Leipzig. Leipzig: Association for Computing Machinery, 2014. Str. 140-147. ISBN 978-1-4503-2927-9. DOI: 10.1145/2660517.2660535. [COBISS.SI-ID 216848643]

2. DIMITROVSKI, Atanas, GJORGJEVIKJ, Ana, TRAJANOV, Dimitar. Courses content classification based on Wikipedia and CIP taxonomy. In: TRAJANOV, Dimitar (ed.), BAKEVA, Veriva (ed.). Data-driven innovation : 9th International Conference, ICT Innovations 2017 Skopje, Macedonia, September 18-23, 2017 : proceedings. Cham: Springer, 2017. Str. 140-153, ilustr. Communications in computer and information science, Vol. 758. ISBN 978-3-319-67596-1, ISBN 978-3-319-67597-8. ISSN 0302-9743. https://link.springer.com/chapter/10.1007/978-3-319-67597-8_14, DOI: 10.1007/978-3-319-67597-8_14. [COBISS.SI-ID 254667267]

3. GJORGJEVIKJ, Ana, STOJANOV, Riste, TRAJANOV, Dimitar. Enhancing text-based relatedness measures with semantic web data. In: STOJANOV, Georgi (ed.), KULAKOV, Andrea (ed.). ICT Innovations 2016 : web proceedings. 8th International Conference ICT Innovations 2016, 5th till 7th of September 2016, Ohrid, Macedonia. Skopje: ICT ACT, [2017]. Str. 182-192, tabeli. ISBN 978-3-319-68855-8. https://link.springer.com/chapter/10.1007/978-3-319-68855-8_18, DOI: 10.1007/978-3-319-68855-8_18. [COBISS.SI-ID 254663171]

4. MISHEV, Kostadin, GJORGJEVIKJ, Ana, TRAJANOV, Dimitar. Big data-based platform for country economic stability. In: MIRCEVA, Georgina (ed.), ILIEVSKA, Natasha (ed.). CIIT 2018 : proceedings of the 15th International Conference on Informatics and Information Technologies, April 20-22, 2018, Mavrovo, Macedonia. Skopje: Ss. Cyril and Methodius University, Faculty of Computer Science and Engineering, 2018. Str. 223. ISBN 978-608-4699-08-8. http://ciit.finki.ukim.mk/data/papers/CIIT2018.pdf. [COBISS.SI-ID 268223235]

5. GJORGJEVIKJ, Ana, MISHEV, Kostadin, VODENSKA, Irena, CHITKUSHEV, Lou, TRAJANOV, Dimitar. Foreign direct investiment net inflows : data driven analysis. Computer Science and Education in Computer Science, 14th Annual International Conference on Computer Science and Education in Computer Science, June 29-30, 2018, Boston, USA. 2018, vol. 18, no. 1, str. 23-60, ilustr. ISSN 2603-4794. https://www.ceeol.com/search/article-detail?id=779649. [COBISS.SI-ID 254697731]

6. GJORGJEVIKJ, Ana, MISHEV, Kostadin, TRAJANOV, Dimitar. Foreign direct investment net inflows : determinants and prediction models. In: MIRCEVA, Georgina (ed.), ILIEVSKA, Natasha (ed.). CIIT 2018 : proceedings of the 15th International Conference on Informatics and Information Technologies, April 20-22, 2018, Mavrovo, Macedonia. Skopje: Ss. Cyril and Methodius University, Faculty of Computer Science and Engineering, 2018. Str. 221-222. ISBN 978-608-4699-08-8. http://ciit.finki.ukim.mk/data/papers/CIIT2018.pdf. [COBISS.SI-ID 268221699]

7. MISHEV, Kostadin, GJORGJEVIKJ, Ana, TRAJANOV, Dimitar. Probabilistic approach by using N-peak Gaussian distribution for indoor positioning. In: KALAJDZISKI, Slobodan (ed.), ACKOVSKA, Nevena (ed.). Engineering and life sciences : web proceedings. 10th ICT Innovations Conference, 17-19 September 2018, Ohrid, Macedonia. Skopje: ICT ACT, cop. 2018. Str. 61-74, ilustr. ICT Innovations Conference Web Proceedings (Skopje). ISSN 1857-7288. https://proceedings.ictinnovations.org/attachment/conference/15/ict-innovations-2018-web-proceedings.pdf. [COBISS.SI-ID 215960579]

8. MISHEV, Kostadin, GJORGJEVIKJ, Ana, VODENSKA, Irena, CHITKUSHEV, Lou, SOUMA, Wataru, TRAJANOV, Dimitar. Forecasting corporate revenue by using deep-learning methodologies. In: ICCAIRO 2019 : 2019 3rd International Conference on Control, Artificial Intelligence, Robotics & Optimization : proceedings : 8–10 December 2019 Athens, Greece. Piscataway: The Institute of Electrical and Electronics Engineers, cop. 2019. Str. 115-120, ilustr. ISBN 978-1-7281-3572-4. https://ieeexplore.ieee.org/abstract/document/9057159, DOI: 10.1109/ICCAIRO47923.2019.00026. [COBISS.SI-ID 215989251]

9. SPASOVSKI, Filip, MISHEV, Kostadin, GJORGJEVIKJ, Ana, TRAJANOV, Dimitar. Investor platform for aggregating companies news articles aided by text sentiment analysis. In: JOVANOVIK, Milos (ed.), RIBARSKI, Panche (ed.). Proceedings of the 16th International Conference on Informatics and Information Technologies : CiiT 2019 : held at Hotel Bistra, Mavrovo, N. Macedonia, 10-12 May, 2019. Skopje: Faculty of Computer Science and Engineering, 2019. Str. 101-104, ilustr. ISBN 978-608-4699-09-5. https://ciit.finki.ukim.mk/proceedings/CIIT2019.pdf. [COBISS.SI-ID 268243715]

10. MISHEV, Kostadin, GJORGJEVIKJ, Ana, STOJANOV, Riste, MISHKOVSKI, Igor, VODENSKA, Irena, CHITKUSHEV, Lou, TRAJANOV, Dimitar. Performance evaluation of word and sentence embeddings for finance headlines sentiment analysis. In: GIEVSKA, Sonja (ed.), MADJAROV, Gjorgji (ed.). ICT Innovations 2019 : big data processing and mining : 11th International Conference, ICT Innovations 2019, Ohrid, North Macedonia, October 17-19, 2019. Cham: Springer, 2019. Str. 161-172, ilustr. Communications in computer and information science, 1110. ISBN 978-3-030-33109-2, ISBN 978-3-030-33110-8. ISSN 1865-0929. https://link.springer.com/chapter/10.1007/978-3-030-33110-8_14, DOI: 10.1007/978-3-030-33110-8_14. [COBISS.SI-ID 215408899]

11. DODEVSKA, Lodi, PETRESKI, Viktor, MISHEV, Kostadin, GJORGJEVIKJ, Ana, VODENSKA, Irena, CHITKUSHEV, Lou, TRAJANOV, Dimitar. Predicting companies stock price direction by using sentiment analysis of news articles. Computer Science and Education in Computer Science. 2019, str. 37-42. ISSN 2603-4794. [COBISS.SI-ID 216854019]

12. GRAMATIKOV, Sasho, SPASOV, Aleksandar, GJORGJEVIKJ, Ana, TRAJANOV, Dimitar. A review-based survey of mobile student services. In: GIEVSKA, Sonja (ed.), MADJAROV, Gjorgji (ed.). ICT Innovations 2019 : big data processing and mining : 11th International Conference, ICT Innovations 2019 : web proceedings : Ohrid, North Macedonia, October 17–19, 2019. Skopje: ICT ACT, cop. 2019. Str. 42-57, ilustr. ICT Innovations Conference Web Proceedings (Skopje). ISSN 1857-7288. https://proceedings.ictinnovations.org/attachment/conference/17/ict-innovations-2019-web-proceedings.pdf. [COBISS.SI-ID 216151555]

13. GJORGJEVIKJ, Ana, MISHEV, Kostadin, TRAJANOV, Dimitar. ADD : academic disciplines detector based on Wikipedia. IEEE access. 1 Jan. 2020, vol. 8, str. 7005-7019, ilustr. ISSN 2169-3536. https://ieeexplore.ieee.org/abstract/document/8948031, DOI: 10.1109/ACCESS.2019.2963674. [COBISS.SI-ID 215956227]

14. MISHEV, Kostadin, GJORGJEVIKJ, Ana, VODENSKA, Irena, CHITKUSHEV, Lou, TRAJANOV, Dimitar. Evaluation of sentiment analysis in finance : from lexicons to transformers. IEEE access. 16 Jul. 2020, vol. 8, str. 131662-131682, ilustr. ISSN 2169-3536. https://ieeexplore.ieee.org/abstract/document/9142175, DOI: 10.1109/ACCESS.2020.3009626. [COBISS.SI-ID 215416067]

15. GJORGJEVIKJ, Ana, MISHEV, Kostadin, ANTOVSKI, Ljupcho, TRAJANOV, Dimitar. Requirements engineering in machine learning projects. IEEE access. 12 Jul. 2023, vol. 11, str. 72186-72208, ilustr. ISSN 2169-3536. https://ieeexplore.ieee.org/abstract/document/10179899, DOI: 10.1109/ACCESS.2023.3294840. [COBISS.SI-ID 215398659]

16. GJORGJEVIKJ, Ana, MISHEV, Kostadin, TRAJANOV, Dimitar. Upoređivanje enkodera rečenica zasnovanih na Transformer arhitekturi koristeći tekst koji se odnosi na odirživi razvoj = Comparing Transformer-based sentence encoders using text related to sustainable development. In: IVKOVIĆ, Miodrag (ed.), DRAŠKOVIĆ, Dražen (ed.). 29. IKT konferencija : YU INFO 2023 : zbornik radova. [S. l.]: Informaciono društvo Srbije, 2023. Str. 100-105, ilustr. ISBN 978-86-85525-29-2. https://www.yuinfo.org/zbornici/2023/YUINFO2023.pdf. [COBISS.SI-ID 216372483]

17. TUMMERS, Joep, GJORGJEVIKJ, Ana, EFTIMOV, Tome, VALENČIČ, Eva, KOROUŠIĆ-SELJAK, Barbara, ROBBEMOND, Robbert. Developing a comprehensive ontology for food consumer science : insights from the COMFOCUS project (extended abstract). In: OLIVEIRA, Ítalo (ed.). JOWO 2024 : the Joint Ontology Workshops : proceedings of the Joint Ontology Workshops 2024 and satellite events : episode X: the Tukker Zomer of ontology : Enschede, the Netherlands, July 15–19, 2024. [S. l.: s. n., 2024]. Str. [1-3]. CEUR workshop proceedings, vol. 3882. ISSN 1613-0073. https://ceur-ws.org/Vol-3882/ifow-2.pdf. [COBISS.SI-ID 225722115]

18. AHMED, Areeb, BOSHKOSKA, Biljana Mileva, CAMACHO VILLALÓN, Christian Leonardo, DŽEROSKI, Sašo, DROLE, Jan, EFTIMOV, Tome, FILIPIČ, Bogdan, FORTUNA, Carolina, GJORGJIEVA, Sara, GJORGJEVIKJ, Ana, SHIRI, Maryam Gholami, GRADIŠEK, Anton, JUNKAR, Ita, KOROUŠIĆ-SELJAK, Barbara, MAKSIMOVIĆ, Daniela, NIKOLIKJ, Ana, NIKOLOSKI, Stevanče, PANOV, Panče, PAPA, Gregor, TUBA, Eva, TUBA, Milan, TUBA, Una. AutoLearn-SI ERA Chair Project : First Stakeholder Workshop : AI, machine learning & optimization in Slovenia : technical report : October 10, 2025, Ljubljana, Slovenia. [Ljubljana: Jozef Stefan Institute, 2025]. 1 USB-ključ (1 datoteka PDF (21 str.)), ilustr. [COBISS.SI-ID 273350659]

19. GJORGJEVIKJ, Ana, MISHEV, Kostadin, TRAJANOV, Dimitar, KOCAREV, Ljupčo. Benchmarking sentence encoders in associating indicators with sustainable development goals and targets. IEEE access. 5 Aug. 2025, vol. 13, str. 141434-141460, ilustr. ISSN 2169-3536. https://ieeexplore.ieee.org/document/11113321, DiRROS - Digital repository of Slovenian research organizations, DOI: 10.1109/ACCESS.2025.3595894. [COBISS.SI-ID 246189571]

20. GJORGJEVIKJ, Ana, MARTINC, Matej, CENIKJ, Gjorgjina, STOJANOV, Riste, DROLE, Jan, ISPIROVA, Gordana, MENICHETTI, Giulia, OGRINC, Nives, TRAJANOV, Dimitar, DŽEROSKI, Sašo, KOROUŠIĆ-SELJAK, Barbara, EFTIMOV, Tome. Code for experiments conducted in the paper 'FoodyLLM: A FAIR-aligned specialized large language model for food and nutrition analysis'. [S. l.: s. n., 2025]. 1 spletni vir. https://github.com/matejMartinc/FoodyLLM, https://www.sciencedirect.com/science/article/pii/S2665927126000511?via%3Dihub. [COBISS.SI-ID 270753283]

21. EFTIMOV, Tome, GJORGJEVIKJ, Ana, MARTINC, Matej, CENIKJ, Gjorgjina, SASANSKI, Darko, STOJANOV, Riste, DŽEROSKI, Sašo, KOROUŠIĆ-SELJAK, Barbara. FoodBench : a domain-targeted question-answering dataset for food and nutrition applications. Ver. v1.0. Genève: Zenodo, 2025. 1 spletni vir. https://zenodo.org/records/17798877, https://www.sciencedirect.com/science/article/pii/S2665927126000511?via%3Dihub, DOI: 10.5281/zenodo.17798876. [COBISS.SI-ID 270501635]

22. GJORGJEVIKJ, Ana, MARTINC, Matej, CENIKJ, Gjorgjina, DŽEROSKI, Sašo, KOROUŠIĆ-SELJAK, Barbara, EFTIMOV, Tome. FoodSEM : large language model specialized in food named-entity linking. In: DŽEROSKI, Sašo (ed.), et al. Discovery science. Part 1 : 28th International Conference, DS 2025, Ljubljana, Slovenia, September 23–25, 2025 : proceedings. Cham: Springer, cop. 2025. Str. 395-410, ilustr. Lecture notes in computer science (Internet), Lecture notes in artificial intelligence, 16090. ISBN 978-3-032-05461-6. ISSN 1611-3349. https://link.springer.com/chapter/10.1007/978-3-032-05461-6_26, DiRROS - Digital repository of Slovenian research organizations, DOI: 10.1007/978-3-032-05461-6_26. [COBISS.SI-ID 251419651]

23. GJORGJEVIKJ, Ana, MARTINC, Matej, CENIKJ, Gjorgjina, STOJANOV, Riste, DROLE, Jan, ISPIROVA, Gordana, MENICHETTI, Giulia, OGRINC, Nives, TRAJANOV, Dimitar, DŽEROSKI, Sašo, KOROUŠIĆ-SELJAK, Barbara, EFTIMOV, Tome. FoodyLLM : a FAIR-aligned specialized large language model for food and nutrition analysis. [S. l.: s. n., 2025]. 1 spletni vir. https://huggingface.co/Matej/FoodyLLM, https://www.sciencedirect.com/science/article/pii/S2665927126000511?via%3Dihub. [COBISS.SI-ID 270754051]

24. GJORGJEVIKJ, Ana. Robust and interpretable large language model ranking based on user preferences : 22nd International Conference on Informatics and Information Technologies, CiiT 2025, April 25–27, 2025, Strumica, Republic of North Macedonia. [COBISS.SI-ID 268235267]

25. GJORGJEVIKJ, Ana, NIKOLIKJ, Ana, KOROUŠIĆ-SELJAK, Barbara, EFTIMOV, Tome. User-defined trade-offs in LLM benchmarking : balancing accuracy, scale, and sustainability. Knowledge-based systems. [Online ed.]. Nov. 2025, vol. 330, pt. a, [article no.] 114405, str. 1-30, ilustr. ISSN 1872-7409. https://www.sciencedirect.com/science/article/pii/S0950705125014443, DiRROS - Digital repository of Slovenian research organizations, DOI: 10.1016/j.knosys.2025.114405. [COBISS.SI-ID 251254531]

26. EFTIMOV, Tome, GJORGJEVIKJ, Ana, MARTINC, Matej, CENIKJ, Gjorgjina, DŽEROSKI, Sašo, KOROUŠIĆ-SELJAK, Barbara. FoodBench-QA : overview of the shared task on grounded food and nutrition question answering. In: PIPERIDIS, Stelios (ed.). The Fifteenth Language Resources and Evaluation Conference (LREC 2026) : main conference proceedings : 13-15 May, 2026, [Palma, Mallorca]. [Palma de Mallorca]: ELRA Language Resources Association, cop. 2026. Str. 223-233, ilustr. LREC proceedings. ISBN 978-2-493814-49-4. ISSN 2522-2686. http://www.lrec-conf.org/proceedings/lrec2026/workshops/cl4health/pdf/2026.cl4health-1.20.pdf, DOI: 10.63317/3mtt98s2wcu7. [COBISS.SI-ID 285799939]

27. EFTIMOV, Tome, GJORGJEVIKJ, Ana, KOROUŠIĆ-SELJAK, Barbara, MARTINC, Matej, DŽEROSKI, Sašo, CENIKJ, Gjorgjina. FoodBench-QA : shared task on grounded food & nutrition question answering. [S. l.]: GitHub, 2026. 1 spletni vir. https://github.com/matejMartinc/SVILA, http://www.lrec-conf.org/proceedings/lrec2026/workshops/cl4health/pdf/2026.cl4health-1.20.pdf, https://github.com/matejMartinc/FoodBench-QA-train. [COBISS.SI-ID 285802243]

28. GJORGJEVIKJ, Ana, MARTINC, Matej, CENIKJ, Gjorgjina, DROLE, Jan, OGRINC, Nives, DŽEROSKI, Sašo, KOROUŠIĆ-SELJAK, Barbara, EFTIMOV, Tome, et al. Large language models in food and nutrition science : opportunities, challenges, and the case of FoodyLLM. Current research in food science. 2026, vol. 12, [article no.] 101351, str. 1-26, ilustr. ISSN 2665-9271. https://www.sciencedirect.com/science/article/pii/S2665927126000511?via%3Dihub, DiRROS - Digital repository of Slovenian research organizations, Repository of the University of Ljubljana – RUL , DOI: 10.1016/j.crfs.2026.101351. [COBISS.SI-ID 270414595]

29. AHMED, Areeb, BOSHKOSKA, Biljana Mileva, CAMACHO VILLALÓN, Christian Leonardo, DŽEROSKI, Sašo, DROLE, Jan, EFTIMOV, Tome, FILIPIČ, Bogdan, FORTUNA, Carolina, GJORGJIEVA, Sara, GJORGJEVIKJ, Ana, SHIRI, Maryam Gholami, JUNKAR, Ita, KOROUŠIĆ-SELJAK, Barbara, MAKSIMOVIĆ, Daniela, NIKOLIKJ, Ana, NIKOLOSKI, Stevanče, PANOV, Panče, PAPA, Gregor, TUBA, Eva, TUBA, Milan, TUBA, Una. Ocenjevanje uporabe umetne inteligence, skladnosti s FAIR načeli in rabe AutoML v Sloveniji = Assessing AI adoption, FAIR compliance, and AutoML usage in Slovenia. In: Digitalna družba na razpotju: ko se srečata regulacija in inovacija : 33. konferenca Dnevi slovenske informatike : zbornik : 14. in 15. april 2026, Kongresni center Bernardin, Portorož. 1. izd. Ljubljana: Slovensko društvo Informatika, 2026. Str. [88]. ISBN 978-961-6165-65-5. https://dsi2026.dsi-konferenca.si/uploads/files/DSIzbornik2026.pdf?utm_source=mail-marketing&utm_medium=email&utm_campaign=dsi-2026-hvala-za-sodelovanje. [COBISS.SI-ID 276513283]