Publications
Selected Publications:
Rožanec, J. M., Trajkova, E., Novalija, I., Zajec, P., Kenda, K., Fortuna, B., Mladenić, D. Enriching artificial intelligence explanations with knowledge fragments. Future internet. May 2022, vol. 14, iss. 5, [article no.] 134, str. 1-13, ilustr. ISSN 1999-5903. DOI: 10.3390/fi14050134.
Rožanec, J. M., Novalija, I., Zajec, P., Kenda, K., Fortuna, B., Mladenić, D., et al. Human-centric artificial intelligence architecture for industry 5.0 applications. International Journal of Production Research. [in press] 2022, 27 str., i. ISSN 0020-7543. DOI: 10.1080/00207543.2022.2138611.
Massri B. M., Novalija, I., Mladenić, D., Brank, J., Graça da Silva, S., Marrouch, N., Murteira, C, Hürriyetoğlu, A., Šircelj, B. Harvesting context and mining emotions related to olfactory cultural heritage. Multimodal technologies and interaction. 2022, vol. 6, iss. 7, 22 str., ilustr. ISSN 2414-4088. DOI: 10.3390/mti6070057.
Pita Costa, J., Rei, L., Stopar, L., Grobelnik, M., Mladenić, D., Novalija, I., et al. NewsMeSH : a new classifier designed to annotate health news with MeSH headings. Artificial intelligence in medicine. [Print ed.]. 2021, vol. 114, str. 102053-1-102053-11, graf. prikazi, tabele. ISSN 0933-3657. DOI: 10.1016/j.artmed.2021.102053.
Zajec, P., Rožanec, J. M., Trajkova, E., Novalija, I., Kenda, K., Fortuna, B., Mladenić, D. Help me learn! Architecture and strategies to combine recommendations and active learning in manufacturing. Information. 2021, vol. 12, no. 11, str. 473-1- 473-27. ISSN 2078-2489. DOI: 10.3390/info12110473.
Big Data and AI Pipeline Framework – Technology analysis from a Benchmarking perspective Arne J. Berre, Aphrodite Tsalgatidou, Chiara Francalanci, Todor Ivanov, Tomas Pariente Lobo, Ricardo Ruiz Saiz, Inna Novalija, Marko Grobelnik (Book chapter, accepted for publication in TABDV2021)
Dadzie, A.-S., Sibarani, E. M., Novalija, Inna, Scerri, Simon. Structuring visual exploratory analysis of skill demand. Journal of web semantics, ISSN 1570-8268, 2018, vol. 49, str. 51-70, doi: 10.1016/j.websem.2017.12.004. [COBISS.SI-ID 31109671]
Besher, Massri M., Novalija, Inna, Grobelnik, Marko. Relation Tracker – tracking the main entities and their relations through time. V: MLADENIĆ, Dunja (ur.), GROBELNIK, Marko (ur.). Odkrivanje znanja in podatkovna skladišča – SiKDD : zbornik 21. mednarodne multikonference Informacijska družba – IS 2018, 8. in 12. oktober 2018, Ljubljana, Slovenia : zvezek C = Data mining and data warehouses – SiKDD : proceedings of the 21st International Multiconference Information Society – IS 2018, October 8-12, 2018, [Ljubljana, Slovenia]
Novak, E., Novalija, I. Connecting professional skill demand with supply. V: , str. 31-34. https://is.ijs.si/archive/proceedings/2017/files/Zbornik%20-%20C.pdf. [COBISS.SI-ID 3087056
Novalija,I., Mladenić, D. “Applying semantic technology to business news analysis”, Appl. artif. intell., v 27, no. 6, str. 520-550, 2013.
Štajner, T., Novalija, I., Mladenić, D. “Informal multilingual multi-domain sentiment analysis”, Informatica (Ljublj.), vol. 37, n 4, str.373-380, 2013.
Novalija, I., Mladenić, D., Bradeško, L. “OntoPlus: text-driven ontology extension using ontology content, structure and co-occurrence information”, Knowl.-based syst., vol. 24, no. 8, str. 1261-1276, 2011.
Inna Novalija, Dunja Mladenić, “Ontology extension towards analysis of business news”, Informatica (Ljublj.), v 34, no. 4, str. 517-522, 2010.1.08 Objavljeni znanstveni prispevek na konferenci
Inna Novalija, Dunja Mladenić, “Content and structure in the aspect of semi-automatic ontology extension”, V: ITI 2010 : proceedings of the ITI 2010, (ITI … (Tisak)), 32nd International Conference on Information Technology Interfaces, June 21-24, 2010, Cavcat / Dubrovnik, Croatia, Vesna Lužar – Stiffler, ur., Iva Jarec, ur., Zoran Bekić, ur., Zagreb, SRCE University Computing Centre, cop. 2010, str. 115-120.
Novalija, I., Mladenić, D. “Extending ontologies for annotating business news”, V: Zbornik 11. mednarodne multikonference Informacijska družba – IS 2008, 13.-17. oktober 2008: zvezek A : volume A, (Informacijska družba), Marko Bohanec, ur., et al, Ljubljana, Institut “Jožef Stefan”, 2008, str. 186-189.