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12. 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... |
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14. Human-centered deep compositional model for handling occlusionsGregor Koporec, Janez Perš, 2023, original scientific article Keywords: computer vision, deep learning, convolutional neural networks, hierarchical compositional model, occlusion, discriminability, generalizability, interpretability, domain knowledge, instance segmentation, occlusion handling Full text (file, 2,69 MB) This document has more files! More... |
15. 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) |
16. IPADMatej Vitek, Matic Bizjak, Peter Peer, Vitomir Štruc, 2023, original scientific article Keywords: biometrics, sclera segmentation, ocular biometrics, ocular segmentation, model pruning, lightweight deep learning Full text (file, 4,52 MB) This document has more files! More... |
17. A global modeling framework for load forecasting in distribution networksMiha Grabner, Yi Wang, Qingsong Wen, Boštjan Blažič, Vitomir Štruc, 2023, original scientific article Keywords: load forecasting, distribution networks, predictive models, smart meter, global model, deep learning Full text (file, 2,89 MB) This document has more files! More... |
18. 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... |
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