Ensemble modeling for predicting head vibration based on driving seating conditions: Towards adaptive seating systems

Personalized adaptive seating systems represent a frontier in automotive engineering, promising to enhance driver comfort and safety by adapting to individual characteristics and driving seating conditions. This study investigated the application of ensemble modeling techniques to predict tri-axial...

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Vydáno v:	Engineering applications of artificial intelligence Ročník 145; s. 110174
Hlavní autoři:	Singh, Amandeep, Nawayseh, Naser, Rakheja, Subhash
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.04.2025
Témata:	Automotive ergonomics Ensemble modeling Explainable artificial intelligence Feature importance Personalized seating systems Postural comfort Shapley additive explanations Whole body vibration Personalized seating systems Whole body vibration Feature importance Automotive ergonomics Shapley additive explanations Postural comfort Explainable artificial intelligence Ensemble modeling
ISSN:	0952-1976
On-line přístup:	Získat plný text
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