61. BASE: Brain Age Standardized EvaluationLara Dular, Žiga Špiclin, 2024, original scientific article Keywords: brain age, evaluation, deep regression, accuracy, robustness, reproducibility, consistency, UK biobank Full text (file, 2,24 MB) This document has more files! More... |
62. To tune or not to tune, a case study of ridge logistic regression in small or sparse datasetsHana Šinkovec, Georg Heinze, Rok Blagus, Angelika Geroldinger, 2021, original scientific article Keywords: logistic regression, Firth's correction, statistics Full text (file, 2,66 MB) |
63. Correlating mechanical and rheological filament properties to processability and quality of 3D printed tablets using multiple linear regressionKlemen Kreft, Zoran Lavrič, Urška Gradišar Centa, Mohor Mihelčič, Lidija Slemenik Perše, Rok Dreu, 2024, original scientific article Keywords: fused deposition modelling, personalized medicine, multiple linear regression, tablet quality attributes, correlation, 3D printing Full text (file, 1,47 MB) This document has more files! More... |
64. Parametric pushover curve model for seismic performance assessment of building stockNeja Fazarinc, Anže Babič, Matjaž Dolšek, 2024, original scientific article Keywords: probabilistic seismic hazard analysis, non-ergodic ground-motion model, Gaussian process regression, pushover curve, parametric model, building stock, seismic performance assessment, building knowledge, reinforced concrete buildings, masonry buildings Full text (file, 2,17 MB) This document has more files! More... |
65. 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... |
66. Extensive T1-weighted MRI preprocessing improves generalizability of deep brain age prediction modelsLara Dular, Franjo Pernuš, Žiga Špiclin, 2024, original scientific article Keywords: magnetic resonance imaging, brain age prediction, image preprocessing, deep model regression, comparative study, quantitative evaluation, brain age, MRI preprocessing, deep regression models, linear mixed effect models, dataset bias, transfer learning, reproducible research, UK Biobank Full text (file, 4,29 MB) This document has more files! More... |
67. Investigating potential supply of ecosystem services in cultural landscapes through efficiency analysisVasja Leban, Lidija Zadnik Stirn, Špela Pezdevšek Malovrh, 2024, original scientific article Keywords: ecosystem services, multifunctionality, data envelopment analysis, tobit regression, Slovenia Full text (file, 2,59 MB) This document has more files! More... |
68. A comparative study of machine learning regression models for production systems condition monitoringDenis Jankovič, Marko Šimic, Niko Herakovič, 2024, original scientific article Keywords: hydraulic presses, metal forming, machine learning, linear regression, decision trees, support vector machines, gaussian process regression, artificial neural networks Full text (file, 1,88 MB) This document has more files! More... |
69. The innovative power of actual-desired misfit in task identityTomislav Hernaus, Matej Černe, Marjolein C. J. Caniëls, 2023, original scientific article Keywords: organization, personnel, knowledge transfer, innovations, innovative work behavior, job crafting, person-job fit, task identity, polynomial regression analysis Full text (file, 461,08 KB) This document has more files! More... |