Pregled po projektu: SIMON: Inteligentni sustav za automatsku selekciju algoritama strojnog učenja u društvenim znanostima (SIMON) (MB: HRZZ-UIP-2020-02-6312)
Pronađeno 27 radova
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1.Konecki, Irena; Oreški, Dijana; Kadoić, NikolaClustering of Croatian Software Development Companies Based on Their Financial Indicators // Proceedings of MIPRO 2023 / Skala, Karolj (ur.).
Opatija: Croatian Society for Information, Communication and Electronic Technology – MIPRO, 2023. str. 1682-1687 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
2.Oreški, Dijana; Pihir, Igor; Višnjić, DunjaComparative Analysis of Machine Learning Algorithms on Data Sets of Different Characteristics for Digital Transformation // Proceedings of MIPRO 2023 / Skala, Karolj (ur.).
Opatija: Croatian Society for Information, Communication and Electronic Technology – MIPRO, 2023. str. 1676-1681 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
3.Oreški, Dijana; Gligora Marković, Maja; Kadoić, NikolaStudents` clustering based on the LMS activity // INTED2023 Proceedings / Chova, Luis Gómez ; Martínez, Chelo González ; Lees, Joanna (ur.).
Valencia: International Academy of Technology, Education and Development (IATED), 2023. str. 8041-8047 doi:10.21125/inted.2023.2184 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
4.Rožman, Maja; Oreški, Dijana; Tominc, PolonaA multidimensional model of the new work environment in the digital age to increase a company's performance and competitiveness // IEEE access (2023) doi:10.1109/ACCESS.2023.3257104 (međunarodna recenzija, prihvaćen)
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5.Oreški, DijanaApplication of Machine Learning Methods for Data Analytics in Social Sciences // WSEAS transactions on systems, 22 (2023), 8; 69-72 doi:10.37394/23202.2023.22.8 (međunarodna recenzija, članak, znanstveni)
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6.Rožman, Maja; Oreški, Dijana; Tominc, PolonaArtificial-Intelligence-Supported Reduction of Employees’ Workload to Increase the Company’s Performance in Today’s VUCA Environment // Sustainability, 15 (2023), 6; 1-22 doi:10.3390/su15065019 (međunarodna recenzija, članak, znanstveni)
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7.Rožman, Maja; Oreški, Dijana; Tominc, PolonaIntegrating artificial intelligence into a talent management model to increase the work engagement and performance of enterprises // Frontiers in psychology, 43 (2022), 1-16 doi:10.3389/fpsyg.2022.1014434 (međunarodna recenzija, članak, znanstveni)
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8.Ugarković, Alen; Oreški, DijanaSupervised and Unsupervised Machine Learning Approaches on Class Imbalanced Data // Proceedings of International Conference on Smart Systems and Technologies (SST 2022) / Nyarko, Emmanuel Karlo ; Matić, Tomislav ; Cupec, Robert ; Vranješ, Mario (ur.).
Osijek: Fakultet elektrotehnike, računarstva i informacijskih tehnologija Sveučilišta Josipa Jurja Strossmayera u Osijeku, 2022. str. 149-152 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
9.Oreški, Dijana; Višnjić, DunjaSegmentacija klijenata primjenom algoritama nenadziranog strojnog učenja // Book of Papers 7th International Scientific and Professional Conference (CRODMA 2022) / L.Gregurec, I ; Keglevic Kozjak, S. ; Hrustek, L. ; Cvetko, L (ur.).
Varaždin: CRODMA, 2022. str. 59-67 (predavanje, recenziran, cjeloviti rad (in extenso), znanstveni) -
10.Višnjić, Dunja; Oreški, DijanaPrediktivno modeliranje ponašanja studenata za razvoj strategije kolegija // Book of Papers 7th International Scientific and Professional Conference (CRODMA 2022) / L.Gregures, I ; Keglevic Kozjak, S. ; Hrustek, L. ; Cvetko, L (ur.).
Varaždin: CRODMA, 2022. str. 203-212 (predavanje, recenziran, cjeloviti rad (in extenso), znanstveni) -
11.Kadoić, Nikola; Oreški, DijanaAnalysis of machine learning algorithms for specific datasets using composite index // Book of abstracts, 19th International conference on operational research KOI 2022
Šibenik, Hrvatska, 2022. str. 15-15 (predavanje, međunarodna recenzija, sažetak, znanstveni) -
12.Oreški, DijanaUsing descriptive and predictive learning analytics to understand student behavior at LMS Moodle // Proceedings of the Thirteenth International Conference on e-Learning / Raspopović Milić, Miroslava (ur.).
Beograd: Metropolitan University, 2022. str. 18-24 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
13.Rožman, Maja; Oreški, Dijana; Tominc, PolonaA Pilot Study of Some Aspects of the Perceived Usability of Mobile Advertising Among Students // Naše gospodarstvo, 68 (2022), 3; 50-60 (međunarodna recenzija, članak, znanstveni)
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14.Rožman, Maja; Oreški, Dijana; Čančer, VesnaMotivation, Satisfaction, and Engagement of Older Employees During the COVID-19 Pandemic // Challenges of the Future, 7 (2022), 3; 116-138 doi:10.37886/ip.2022.006 (međunarodna recenzija, članak, znanstveni)
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15.Kadoić, Nikola; Oreški, Dijana; Višnjić, DunjaData preparation and exploration for descriptive modelling in education // 85th International Scientific Conference on Economic and Social Development, Book of Proceedings / Pinto da Costa, Maria E. ; do Rosario Anjos, Maria ; Roska Vlasta (ur.).
Porto, 2022. str. 189-196 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
16.Oreški, Dijana; Kadoić, NikolaSurvey of the dataset meta-features // 85 th International Scientific Conference on Economic and Social Development, Book of Proceedings / Pinto da Costa, Maria E. ; do Rosario Anjos, Maria ; Roska Vlasta (ur.).
Porto, 2022. str. 9-16 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
17.Oreški, Dijana; Višnjić, Dunja; Kadoić, NikolaDiscretization of numerical meta-features into categorical: analysis of educational and business data sets // Proceedings of MIPRO 2022 / Skala, Karolj (ur.).
Opatija: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2022. str. 1336-1341 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
18.Oreški, Dijana; Zamuda, DoraMachine Learning Based Model for Predicting Student Outcomes // Proceedings of the International Conference on Industrial Engineering and Operations Management
Istanbul, 2022. str. 4884-4894 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
19.Oreški, Dijana; Pihir, IgorMeta-Features in Business Domain // Proceedings of International Conference on Computing and Communication Networks / Ali Kashif, Bashir (ur.).
Manchester: Springer, 2022. str. 234-239 doi:10.1007/978-981-19-0604-6_4 -
20.Domladovac, MarkoEarly prediction of student performance in massive open online courses at different stages of course progress // International Doctoral Seminar 2022 - proceedings
Trnava: Faculty of Materials Science and Technology STU, 2022. str. 45-58 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
21.Oreški, DijanaFramework of intelligent system for machine learning algorithm selection in social sciences // Journal of Software, 17 (2022), 1; 21-28 doi:10.17706/jsw.17.1.21-28 (međunarodna recenzija, članak, znanstveni)
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22.Domladovac, MarkoComparison of Neural Network with Gradient Boosted Trees, Random Forest, Logistic Regression and SVM in predicting student achievement // Mipro 2021
Opatija, Hrvatska, 2021. str. 237-242 (demonstracija, recenziran, cjeloviti rad (in extenso), znanstveni) -
23.Kadoić, Nikola; Oreški, DijanaLearning analytics of YouTube videos linked to LMS Moodle // 2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO) - proceedings / Skala, Karolj (ur.).
Opatija: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2021. str. 622-627 doi:10.23919/MIPRO52101.2021.9597168 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
24.Oreški, DijanaMeta-features of learning management system data // Proceedings of the Twelfth International Conference on e-Learning / Domazet, Bojana ; Raspopović Milić, Miroslava (ur.).
Beograd: Metropolitan University, 2021. str. 40-44 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
25.Kadoić, Nikola; Oreški, Dijana; Lendl, MarijaComparative Analysis of Decision Tree Methods from Two Scientific Fields // Proceedings of the 16th International Symposium on Operational Research in Slovenia / Drobne, S., Zadnik Stirn, L., . Kljajic Borstnar, M., Povh, J., . Zerovnik, J (ur.).
online, 2021. str. 683-690 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
