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52. 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
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53. Data stream mining for predicting the thermal power consumption of the Mars Express spacecraftBozhidar Stevanoski, Dragi Kocev, Aljaž Osojnik, Ivica Dimitrovski, Sašo Džeroski, 2023, original scientific article Keywords: data streams, multi-target regression, online ensembles, spacecraft operations, thermal power consumption
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54. Dimensionally-consistent equation discovery through probabilistic attribute grammarsJure Brence, Sašo Džeroski, Ljupčo Todorovski, 2023, original scientific article Keywords: equation discovery, symbolic regression, dimensional analysis, units of measurement, background knowledge, background information, computational scientific discovery
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55. Density-dependent mortality models for mono- and multi-species uneven-aged standsVasilije Trifković, Andrej Bončina, Andrej Ficko, 2023, original scientific article Keywords: mixed forests, self-thinning, stand density, irregular stand structure, quantile regression, stochastic frontier analysis
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56. A data-driven simulation and Gaussian process regression model for hydraulic press condition diagnosisDenis Jankovič, Marko Šimic, Niko Herakovič, 2024, original scientific article Keywords: hydraulic system, artificial intelligence, Gaussian regression modeling, simulation-based learning, condition monitoring, cause and effect analysis
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57. Efficient generator of mathematical expressions for symbolic regressionSebastian Mežnar, Sašo Džeroski, Ljupčo Todorovski, 2023, original scientific article Keywords: symbolic regression, equation discovery, generative models, variational autoencoders, evolutionary algorithms
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58. 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
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59. BASE: Brain Age Standardized EvaluationLara Dular, Žiga Špiclin, 2024, original scientific article Keywords: brain age, evaluation, deep regression, accuracy, robustness, reproducibility, consistency, UK biobank
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60. 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
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