Search Results - Fabio Mendonca
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Intelligent visibility forecasting at airports: a systematic review
Published 2025-01-01Get full textLow visibility conditions caused by phenomena such as fog, heavy rain, or snowfall impose major operational and safety challenges at airports. Conventional numerical weather prediction models, although improved over time, still struggle to forecast low visibility accurately due to scale mismatches a...
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ProBoost: Reducing Uncertainty Using a Boosting Method for Probabilistic Models
Published 2025-01-01Get full textUncertainty analysis of classification or regression models is a key feature of probabilistic approaches to supervised learning, allowing the assessment of how trustworthy predictions are. Just as boosting algorithms aim at obtaining accurate ensembles of simple classifiers, using a process guided b...
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