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Using Topic Modeling to Develop Multi-level Descriptions of Naturalistic Driving Data from Drivers with and without Sleep Apnea

One challenge in using naturalistic driving data is producing a holistic analysis of these highly variable datasets. Typical analyses focus on isolated events, such as large g-force accelerations indicating a possible near-crash. Examining isolated events is ill-suited for identifying patterns in co...

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Vydáno v:Transp Res Part F Traffic Psychol Behav
Hlavní autoři: McLaurin, Elease J., Lee, John D., McDonald, Anthony D., Aksan, Nazan, Dawson, Jeffrey, Tippin, Jon, Rizzo, Matthew
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6294309/
https://ncbi.nlm.nih.gov/pubmed/30559601
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.trf.2018.05.019
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