Prohlížení Publikační činnost ČVUT dle předmětu "machine learning"
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Corrosion prediction for preventive protection of aircraft heritage
(BioMed Central, 2024)The paper presents a study on corrosion prediction for preventive aeronautical heritage protection, considering the aeronautical heritage stored or exhibited in an aviation museum. For the purpose of the study, the hangar ... -
Is Gait Dysfunction a Prominent Sign of Isolated Rapid Eye Movement Sleep Behavior Disorder?
(Wiley-Liss, 2022)De Cock et al reporting a high classification accuracy of 95% to distinguish between isolated rapid eye movement sleep behavior disorder (iRBD), Parkinson's disease (PD), and healthy control subjects, using analysis of ... -
Performance Prediction of Fine-Grained Asphalt Concretes with Different Quarry Fillers by Machine Learning Approaches
(IOP Publishing, 2021)In general terms, an artificial neural network is a distributed processor that consists of elementary computational units interconnected. Such structure is inspired by the functioning principles of the biological nervous ... -
Speech acoustic indices for differential diagnosis between Parkinson’s disease, multiple system atrophy and progressive supranuclear palsy
(Nature Publishing Group, 2022)While speech disorder represents an early and prominent clinical feature of atypical parkinsonian syndromes such as multiple system atrophy (MSA) and progressive supranuclear palsy (PSP), little is known about the sensitivity ... -
Volumetric Properties and Stiffness Modulus of Asphalt Concrete Mixtures Made with Selected Quarry Fillers: Experimental Investigation and Machine Learning Prediction
(MDPI, 2023)In recent years, the attention of many researchers in the field of pavement engineering has focused on the search for alternative fillers that could replace Portland cement and traditional limestone in the production of ...