41. To BAN or not to BANKristian Miok, Blaž Škrlj, Daniela Zaharie, Marko Robnik Šikonja, 2022, original scientific article Keywords: natural language processing, machine learning, transformer neural networks, Bayesian neural networks, BERT models, prediction uncertainty, reliability estimation, Monte Carlo dropout, Bayesian BERT, sentic computing, model calibration Full text (file, 3,06 MB) This document has more files! More... |
42. Damage function for poly(vinyl chloride) in heritage collectionsTjaša Rijavec, Matija Strlič, Irena Kralj Cigić, 2023, original scientific article Keywords: damage function, PVC, heritage science, degradation, prediction, additives Full text (file, 2,11 MB) This document has more files! More... |
43. A comparison of click-through rate prediction models in real-time-biddingAnže Alič, 2023, master's thesis Keywords: artificial intelligence, machine learning, click-through rate prediction, real-time bidding, incremental learning, big data, demand-side platform Full text (file, 1,51 MB) |
44. Identification of potentially pathogenic variants for autism spectrum disorders using gene-burden analysisNika Rihar, Danijela Krgović, Nadja Kokalj-Vokač, Špela Stangler Herodež, Minja Zorc, Peter Dovč, 2023, original scientific article Keywords: medicine, genetics, genetic tests, autism, autism spectrum disorder, protein structure, protein structure prediction, Slovenian people, computer software, polymerase chain reaction, pathogenesis, mutation Full text (file, 2,68 MB) This document has more files! More... |
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46. Multi-task learning in programmatic advertisingDOMEN VREŠ, 2023, master's thesis Keywords: artificial intelligence, machine learning, multi-task learning, real-time bidding, viewability prediction, click-through rate prediction, conversion rate prediction, deep & cross network, cross-stitch layer, soft attention, uncertainty based loss weighing Full text (file, 1,39 MB) |
47. Breast cancer risk prediction using Tyrer-Cuzick algorithm with an 18-SNPs polygenic risk score in a European population with below-average breast cancer incidenceTjaša Oblak, Petra Škerl, Benjamin J. Narang, Rok Blagus, Mateja Krajc, Srdjan Novaković, Janez Žgajnar, 2023, original scientific article Keywords: early breast cancer, polygenic risk score, risk prediction, Tyrer Cuzick algorithm Full text (file, 1,54 MB) This document has more files! More... |
48. 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... |
49. Final adult height in children with central precocious puberty – a retrospective studyTaja Knific, Melisa Lazarevič, Janez Žibert, Nika Obolnar, Nataša Aleksovska, Jasna Šuput Omladič, Tadej Battelino, Magdalena Avbelj Stefanija, 2022, original scientific article Keywords: central precocious puberty, final adult height, gonadotropin-releasing hormone analog, triptorelin, growth, height prediction Full text (file, 1,66 MB) This document has more files! More... |
50. 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... |