Gorjan Popovski

1. POPOVSKI, Gorjan, PAUDEL, Bibek, EFTIMOV, Tome, KOROUŠIĆ-SELJAK, Barbara. Exploring a standardized language for describing foods using embedding techniques. V: 2019 IEEE International Conference on Big Data, Dec. 9 - Dec. 12, 2019, Los Angeles, CA, USA : proceedings. Los Alamitos: IEEE = Institute of Electrical and Electronics Engineers. 2019, str. 5172-5176. https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9005970. [COBISS.SI-ID 33222439]

2. POPOVSKI, Gorjan, KOROUŠIĆ-SELJAK, Barbara, EFTIMOV, Tome. FoodBase corpus : a new resource of annotated food entities. Database. 2019, vol. 2019, str. 1-13. ISSN 1758-0463. DOI: 10.1093/database/baz121. [COBISS.SI-ID 32834343]

3. POPOVSKI, Gorjan, KOCHEV, Stefan, KOROUŠIĆ-SELJAK, Barbara, EFTIMOV, Tome. FoodIE : a rule-based named-entity recognition method for food information extraction. V: DE MARSICO, Maria (ur.), SANNITI DI BAJA, Gabriella (ur.), FRED, Ana (ur.). Proceedings. 8th International Conference on Pattern Recognition Applications and Methods, February 19-21, 2019, Prague, Czech Republic. [S. l.]: SCITEPRESS, 2019. Str. 915-922. ISBN 978-989-758-351-3. [COBISS.SI-ID 32139047]

4. POPOVSKI, Gorjan, KOROUŠIĆ-SELJAK, Barbara, EFTIMOV, Tome. FoodOntoMap : linking food concepts across different food ontologies. V: DIETZ, Jan L. G. (ur.), AVEIRO, David (ur.), FILIPE, Joaquim (ur.). Proceedings of the 11th International joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2019, September 17-19, 2019, Vienna, Austria. Volume 2, KEOD. [S. l.]: SCITEPRESS = Science and Technology Publications, 2019. Str. 195-202. ISBN 978-989-758-382-7. https://drive.google.com/file/d/1t8pKdnsJekWkR1LAFVH7wzS6IstRK_QS/view. [COBISS.SI-ID 32630311]

5. POPOVSKI, Gorjan. Izlvekuvanje na informacii od nestrukturirani podatoci i podatocna normalizacija vo domenot na ishrana i nutriocinizam : diplomski trud. Skopje: [G. Popovski], 2019. 31 str., ilustr. [COBISS.SI-ID 32601639]

6. CENIKJ, Gjorgjina, POPOVSKI, Gorjan, STOJANOV, Riste, KOROUŠIĆ-SELJAK, Barbara, EFTIMOV, Tome. BuTTER : BidirecTional LSTM for FoodNamed-EntityRecognition. V: 2020 IEEE International Conference on Big Data (Big Data), Atlanta, Gergia, USA : 10-13 Dec. 2020. Danvers: IEEE = Institute of Electrical and Electronics Engineers, 2020. Str. 3550-3556. ISBN 978-1-7281-6251-5. DOI: 10.1109/Bigdata50022.2020.9378151. [COBISS.SI-ID 56616963]

7. EFTIMOV, Tome, POPOVSKI, Gorjan, PETKOVIĆ, Matej, KOROUŠIĆ-SELJAK, Barbara, KOCEV, Dragi. COVID-19 pandemic changes the food consumption patterns. Trends in food science & technology. [Online ed.]. 2020, vol. 104, iss. , str. 268-272. ISSN 1879-3053. https://www.sciencedirect.com/science/article/pii/S0924224420305823?via%3Dihub, https://pubmed.ncbi.nlm.nih.gov/32905099/, DOI: 10.1016/j.tifs.2020.08.017. [COBISS.SI-ID 26928643]

8. EFTIMOV, Tome, PETELIN, Gašper, HRIBAR, Rok, POPOVSKI, Gorjan, ŠKVORC, Urban, KOROŠEC, Peter. Deep statistics : more robust performance statistics for single-objective optimization benchmarking. V: GECCO '20 Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, July 2020, Cancún, Mexico. New York: ACM = Association for Computing Machinery, 2020. Str. 5-6. ISBN 978-1-4503-7127-8. https://dl.acm.org/doi/pdf/10.1145/3377929.3398183. [COBISS.SI-ID 22078211]

9. POPOVSKI, Gorjan, ISPIROVA, Gordana, HADŽI-KOTAROVA, Nina, VALENČIČ, Eva, EFTIMOV, Tome, KOROUŠIĆ-SELJAK, Barbara. Food data integration by using heuristics based on lexical and semantic similarities. V: CABITZA, Federico (ur.), FRED, Ana (ur.), GAMBOA, Hugo (ur.). BIOSTEC 2020 : proceedings. 13th International Joint Conference on Biomedical Engineering Systems and Technologies, February 24-26, 2020, in Valletta, Malta. [S. l.]: SciTePreess, 2020. Str. 208-216. Biodevices, volume 1. ISBN 978-989-758-398-8. [COBISS.SI-ID 33272615]

10. ISPIROVA, Gordana, POPOVSKI, Gorjan, VALENČIČ, Eva, HADŽI-KOTAROVA, Nina, EFTIMOV, Tome, KOROUŠIĆ-SELJAK, Barbara. Food data normalization using lexical and semantic similarities heuristics. V: YE, Xuesong (ur.). BIOSTEC 2020 : revised selected papers. 13th International Joint Conference on Biomedical Engineering Systems and Technologies, February 24-26, 2020, Valletta, Malta. Cham: Springer, 2020. Str. 468-485. ISBN 978-3-030-72379-8. DOI: 10.1007/978-3-030-72379-8_23. [COBISS.SI-ID 58053891]

11. POPOVSKI, Gorjan. Food information extraction and data normalization : master thesis = Luščenje informacij in normalizacija podatkov o živilih : magistrsko delo. Ljubljana: [G. Popovski], 2020. XIX, 89 str., ilustr. [COBISS.SI-ID 29225731]

12. EFTIMOV, Tome, POPOVSKI, Gorjan, VALENČIČ, Eva, KOROUŠIĆ-SELJAK, Barbara. FoodEx2vec : new foods' representation for advancedfood data analysis. Food and chemical toxicology. Apr. 2020, vol. 138, [article no.] 111169, str. 1-11, ilustr. ISSN 0278-6915. DOI: 10.1016/j.fct.2020.111169. [COBISS.SI-ID 33217831]

13. POPOVSKI, Gorjan, KOROUŠIĆ-SELJAK, Barbara, EFTIMOV, Tome. FoodOntoMapV2: : food concepts normalization across food ontologies. V: FRED, Ana (ur.). Knowledge discovery, knowledge engineering and knowledge management : 11th International Joint Conference, IC3K 2019 Vienna, Austria, September 17-19, 2019 : revised selected papers. Cham: Springer, 2020. Vol. 1297, str. 413-426. Communications in computer and information science, Vol. 1297. ISBN 978-3-030-66195-3, ISBN 978-3-030-66196-0. ISSN 1865-0929. DOI: 10.1007/978-3-030-66196-0_19. [COBISS.SI-ID 48037379]

14. STOJANOV, Riste, POPOVSKI, Gorjan, JOFCE, Nasi, TRAJANOV, Dimitar, KOROUŠIĆ-SELJAK, Barbara, EFTIMOV, Tome. FoodViz: visualization of food entitieslinked across different standards. V: Machine learning, optimization, and data science : 6th International Conference, LOD 2020, Siena, Italy, July 19-23, 2020 : revised selected papers. Part II. Cham: Springer, 2020. Lncs 12566, str. 28-38. Lecture notes in computer science, LNCS 12566. ISBN 978-3-030-64579-3, ISBN 978-3-030-64580-9. ISSN 0302-9743. [COBISS.SI-ID 47137283]

15. EFTIMOV, Tome, POPOVSKI, Gorjan, RENAU, Quentin, KOROŠEC, Peter, DOERR, Carola. Linear matrix factorization embeddings forsingle-objective optimization landscapes. V: 2020 IEEE Symposium Series on Computational Intelligence (SSCI) : December 1-4, 2020, Camberra, Australia : (running virtually in 2020). [S. l.]: IEEE Xplore, 2020. Str. 775-782. ISBN 978-1-7281-2547-3. https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9308180. [COBISS.SI-ID 49851395]

16. POPOVSKI, Gorjan, EFTIMOV, Tome, MLADENIĆ, Dunja, KOROUŠIĆ-SELJAK, Barbara. Ontology alignment using named-entity recognition methods in the domain of food. V: MLADENIĆ, Dunja (ur.), GROBELNIK, Marko (ur.). Odkrivanje znanja in podatkovna skladišča - SiKDD = Data Mining and Data Warehouses - SiKDD : 5. oktober 2020, 5 October, 2020, Ljubljana, Slovenia : Informacijska družba - IS 2020 = Information Society - IS 2020 : zbornik 23. mednarodne multikonference = proceedings of the 23rd international multiconference : zvezek C = volume C. Ljubljana: Institut "Jožef Stefan", 2020. Str. 21-24. Informacijska družba. ISBN 978-961-264-192-4, ISBN 978-961-264-193-1. ISSN 2630-371X. http://library.ijs.si/Stacks/Proceedings/InformationSociety/2020/IS2020_Volume_C%20-%20SiKDD.pdf. [COBISS.SI-ID 34494467]

17. EFTIMOV, Tome, POPOVSKI, Gorjan, KOCEV, Dragi, KOROŠEC, Peter. Performance2vec : a step further in explainable stochastic optimization algorithm performance. V: GECCO '20 Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, July 2020, Cancún, Mexico. New York: ACM = Association for Computing Machinery, 2020. Str. 193-194. ISBN 978-1-4503-7127-8. https://dl.acm.org/doi/abs/10.1145/3377929.3390020. [COBISS.SI-ID 22081539]

18. EFTIMOV, Tome, HRIBAR, Rok, ŠKVORC, Urban, POPOVSKI, Gorjan, PETELIN, Gašper, KOROŠEC, Peter. PerformViz : a machine learning approach to visualize and understand the performance of single-objective optimization algorithms. V: GECCO '20 Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, July 2020, Cancún, Mexico. New York: ACM = Association for Computing Machinery, 2020. Str. 7-8. ISBN 978-1-4503-7127-8. https://dl.acm.org/doi/pdf/10.1145/3377929.3398182. [COBISS.SI-ID 22080771]

19. POPOVSKI, Gorjan, KOROUŠIĆ-SELJAK, Barbara, EFTIMOV, Tome. A survey of named-entity recognition methods for food information extraction. IEEE access. 2020, vol. 8, str. 31586-31594, ilustr. ISSN 2169-3536. https://ieeexplore.ieee.org/document/8995569, DOI: 10.1109/ACCESS.2020.2973502. [COBISS.SI-ID 33191463]

20. STOJANOV, Riste, KOCEV, Ilija, GRAMATIKOV, Sasho, POPOVSKI, Gorjan, KOROUŠIĆ-SELJAK, Barbara, EFTIMOV, Tome. Toward robust food ontology mapping. V: 2020 IEEE International Conference on Big Data (Big Data), Atlanta, Gergia, USA : 10-13 Dec. 2020. Danvers: IEEE = Institute of Electrical and Electronics Engineers, 2020. Str. 3596-3601. ISBN 978-1-7281-6251-5. DOI: 10.1109/Bigdata50022.2020.9378066. [COBISS.SI-ID 56632067]

21. PETKOVIĆ, Matej, POPOVSKI, Gorjan, KOROUŠIĆ-SELJAK, Barbara, KOCEV, Dragi, EFTIMOV, Tome. DietHub : dietary habits analysis through understanding the content of recipes. Trends in food science & technology. [Print ed.]. 20221, vol. 107, str. 183-194. ISSN 0924-2244. DOI: 10.1016/j.tifs.2020.10.017. [COBISS.SI-ID 33098243]

22. STOJANOV, Riste, POPOVSKI, Gorjan, CENIKJ, Gjorgjina, KOROUŠIĆ-SELJAK, Barbara, EFTIMOV, Tome. A fine-tuned bidirectional encoder representations from transformers model for food named-entity recognition : algorithm development and validation : [preprints]. Journal of medical internet research. [Print ed.]. 2021, vol. 23, no. 8, str. 1-13. ISSN 1439-4456. DOI: 10.2196/28229. [COBISS.SI-ID 72619011]

23. EFTIMOV, Tome, PAUDEL, Bibek, POPOVSKI, Gorjan, KOCEV, Dragi. A framework for evaluating personalized ranking systems by fusing different evaluation measures. Big data research. 2021, vol. 25, str. 100211-1-100211-13, graf. prikazi, tabele. ISSN 2214-5796. DOI: 10.1016/j.bdr.2021.100211. [COBISS.SI-ID 51341059]

24. POPOVSKI, Gorjan, ISPIROVA, Gordana, VALENČIČ, Eva, STOJANOV, Riste, EFTIMOV, Tome, KOROUŠIĆ-SELJAK, Barbara, Proceedings of the 11th International Conference on Biomedical Ontologies (ICBO) joint with the 10th Workshop on Ontologies and Data in Life Sciences (ODLS) and part of the Bolzano Summer of Knowledge (BoSK 2020), Virtual conference hosted in Bolzano, Italy, September 17, 2020. An insight into food semantics : review, analysis, and lessons learnt over food-related studies. AdKDD 2024 : Data Mining for Online Advertising 2024. 2021, vol. 2807, str. [1-2]. ISSN 1613-0073. https://ceur-ws.org/Vol-2807/abstractW.pdf. [COBISS.SI-ID 134993155]

25. EFTIMOV, Tome, JANKOVIČ, Anja, POPOVSKI, Gorjan, DOERR, Carola, KOROŠEC, Peter. Personalizing performance regression models to black-box optimization problems. V: CHICANO, Francisco (ur.). GECCO '21, Proceedings of the Genetic and Evolutionary Computation Conference Companion, 10 July - 14 July, 2021, Lille, France. New York: ACM = Association for Computing Machinery, 2021. Str. 669-677. ISBN 978-1-4503-8350-9. DOI: 10.1145/3449639.3459407. [COBISS.SI-ID 68599811]

26. JANKOVIĆ, Anja, POPOVSKI, Gorjan, EFTIMOV, Tome, DOERR, Carola. The impact of hyper-parameter tuning for landscape-aware performance regression and algorithm selection. V: CHICANO, Francisco (ur.). GECCO '21, Proceedings of the Genetic and Evolutionary Computation Conference Companion, 10 July - 14 July, 2021, Lille, France. New York: ACM = Association for Computing Machinery, 2021. Str. 687-696. ISBN 978-1-4503-8350-9. DOI: 10.1145/3449639.3459406. [COBISS.SI-ID 68594435]

27. EMARA, Yasmine, KOROUŠIĆ-SELJAK, Barbara, GIBNEY, Eillen R., POPOVSKI, Gorjan, PRAVST, Igor, FANTKE, Peter. Workflow for building interoperable food and nutrition security (FNS) data platforms. Trends in food science & technology. [Print ed.]. 2022, vol. 123, may, str.310-321. ISSN 0924-2244. DiRROS - Digitalni repozitorij raziskovalnih organizacij Slovenije, DOI: 10.1016/j.tifs.2022.03.022. [COBISS.SI-ID 102209539]