• Biosignal-Based Driving Skill Classification Using Machine Learning: A Case Study of Maritime Navigation 

      Xue, Hui; Batalden, Bjørn-Morten; Sharma, Puneet; Johansen, Jarle André; Prasad, Dilip K. (Journal article; Tidsskriftartikkel; Peer reviewed, 2021-10-19)
      This work presents a novel approach to detecting stress differences between experts and novices in Situation Awareness (SA) tasks during maritime navigation using one type of wearable sensor, Empatica E4 Wristband. We propose that for a given workload state, the values of biosignal data collected from wearable sensor vary in experts and novices. We describe methods to conduct a designed SA task ...