101. Application of machine learning models for estimating the material parameters for multiaxial fatigue strength calculationMarko Nagode, Jan Papuga, Simon Oman, 2023, original scientific article Keywords: estimation of material parameters, fatigue strength, multiaxial fatigue analysis, machine learning, random forest Full text (file, 1,01 MB) This document has more files! More... |
102. Search for type-II seesaw mechanism processes with same charge leptons in the final states with the ATLAS detectorBlaž Leban, 2023, doctoral dissertation Keywords: ATLAS, CERN, LHC Run 2, left-right symmetry, type-II seesaw, Zee-Babu model, machine learning, boosted decision trees, neural networks, same-charge leptons, doubly charged Higgs, lepton flavour violation Full text (file, 9,17 MB) |
103. Liquid organic hydrogen carrier hydrogenation–dehydrogenationEmilija Rakić, Miha Grilc, Blaž Likozar, 2023, review article Keywords: liquid organic hydrogen carrier molecules, LOHC, multiscale modelling chemical reaction kinetics, density functional theory, DFT, computational fluid dynamics, CFD, machine learning, ML, catalysis, H$_2$ storage Full text (file, 11,73 MB) This document has more files! More... |
104. CAT-SiteŽan Hafner Petrovski, Barbara Hribar-Lee, Zoran Bosnić, 2022, original scientific article Keywords: protein binding site prediction, ligands, molecular docking, machine learning, convolutional neural network Full text (file, 10,33 MB) This document has more files! More... |
105. Identifying reading fluency in pupils with and without dyslexia using a machine learning model on texts assessed with a readability applicationJure Žabkar, Tajda Urankar, Karmen Javornik, Milena Košak Babuder, 2023, original scientific article Keywords: dyslexia, readability application, reading fluency, machine learning Full text (file, 660,40 KB) This document has more files! More... |
106. A conceptual strategic framework for implementing machine learning in small and medium-sized enterprisesElena Davkova, 2023, master's thesis Keywords: SMEs, informatics, information technology, artificial intelligence, machine learning, company performance, business efficiency, strategy, research, analysis Full text (outside link) |
107. Mapping livestock grazing in semi‑natural areas in the European Union and United KingdomŽiga Malek, Katharina Schulze, Hedwig Bartl, Wim Keja, Jan-Erik Petersen, Koen F. Tieskens, Gwyn Jones, Peter H. Verburg, 2024, original scientific article Keywords: semi-natural areas, livestock grazing, machine learning, land use and land cover Full text (file, 2,34 MB) This document has more files! More... |
108. Exploring digitalization in different industry sectorsLucija Barić, Karla Bogdanović, 2023, master's thesis Keywords: informatics, information technology, digitalization, artificial intelligence, machine learning, cloud computing, industries, enterprises, cases, comparisons Full text (file, 1,57 MB) |
109. Hourly rainfall-runoff modelling by combining the conceptual model with machine learning models in mostly karst Ljubljanica River catchment in SloveniaCenk Sezen, Mojca Šraj, 2024, original scientific article Keywords: conceptual model with snow module, hourly data, hybrid modelling, karst, Ljubljanica river catchment, machine learning Full text (file, 5,02 MB) This document has more files! More... |
110. CLUSPLUSMatej Petković, Jurica Levatić, Dragi Kocev, Martin Breskvar, Sašo Džeroski, 2023, original scientific article Keywords: machine learning, multi-target regression, multi-label classification, decision trees, feature importance, semi-supervised learning, random forests Full text (file, 563,19 KB) This document has more files! More... |