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32. 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... |
33. Bias-reduced estimators of conditional odds ratios in matched case-control studies with unmatched confoundingRok Blagus, 2023, original scientific article Keywords: statistics, linear models, bias, bias correction, Cox proportional hazards model, data augmentation, logistic regression model, relative risk estimation Full text (file, 570,98 KB) This document has more files! More... |
34. Integrating BIM models and AI models for cost estimationFaith Sharon Tangara, 2023, master's thesis Keywords: civil engineering, master thesis, BIM, cost estimation, quantity take off, artificial intelligence, large language models Full text (file, 4,65 MB) |
35. Bias in the estimation of seismic risk for municipal building stocks due to limited dataAnže Babič, Jure Žižmond, Matjaž Dolšek, 2023, original scientific article Keywords: seismic risk, loss estimation, bias, building data knowledge level, municipal building stock, limited data, earthquakes Full text (file, 4,23 MB) This document has more files! More... |
36. Inertial sensor-based step length estimation modelMelanija Vezočnik, 2023, doctoral dissertation Keywords: accelerometer, gait model, inertial sensing, inertial sensors, open-source dataset, step length estimation, smartphone, step length estimation model Full text (file, 1,89 MB) |
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38. 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... |
39. Bring more data!—a good advice?Hana Šinkovec, Angelika Geroldinger, Georg Heinze, 2019, original scientific article Keywords: maximum likelihood estimation, logistic regression, Firth’s correction, separation, penalized likelihood, bias Full text (file, 1,95 MB) This document has more files! More... |
40. Agile effort estimationMarko Poženel, Luka Fürst, Damjan Vavpotič, Tomaž Hovelja, 2023, original scientific article Keywords: effort estimation, Affnity Estimation, Bucket System, software development, computer science Full text (file, 207,35 KB) This document has more files! More... |