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Interpretable Machine Learning Models for Three-Way Classification of Cognitive Workload Levels for Eye-Tracking Features

The paper is focussed on the assessment of cognitive workload level using selected machine learning models. In the study, eye-tracking data were gathered from 29 healthy volunteers during examination with three versions of the computerised version of the digit symbol substitution test (DSST). Unders...

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Detalhes bibliográficos
Publicado no:Brain Sci
Main Authors: Kaczorowska, Monika, Plechawska-Wójcik, Małgorzata, Tokovarov, Mikhail
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7914927/
https://ncbi.nlm.nih.gov/pubmed/33572232
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/brainsci11020210
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