Searched for: author%3A%22van+Nes%2C+Nicole%22
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van Gent, P. (author), Farah, H. (author), van Nes, Nicole (author), van Arem, B. (author)
Heart rate data are often collected in human factors studies, including those into vehicle automation. Advances in open hardware platforms and off-the-shelf photoplethysmogram (PPG) sensors allow the non-intrusive collection of heart rate data at very low cost. However, the signal is not trivial to analyse, since the morphology of PPG waveforms...
journal article 2019
van Gent, P. (author), Melman, T. (author), Farah, H. (author), van Nes, Nicole (author), van Arem, B. (author)
The present study aims to add to the literature on driver workload prediction using machine learning methods. The main aim is to develop workload prediction on a multi-level basis, rather than a binary high/low distinction as often found in literature. The presented approach relies on measures that can be obtained unobtrusively in the driving...
journal article 2018