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Using Smart Offices to Predict Occupational Stress

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Academic year: 2021

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Fig. 1. Flow-chart of the whole preprocessing method. Post-processed self-assessed stress levels used as prediction labels are numbered from 1 to 8, whereas post- post-processed datasets containing physiological and behavioral data are called A, A PC and B
Fig. 2. Two examples for the standardization of the ‘ condition ’ (C) label. The C variable shows the objective condition the participant is undergoing, whereas stress variable shows the perceived stress levels for that condition by the participant
Table 3 (b) shows the prediction results for the self-assessed scores from the dataset of 82 PCs explaining the 95% of the variance of the whole dataset (prediction of ‘labels 1’ with ‘dataset A PCA ’ )
Table 6 shows the results for the objective (prediction of ‘labels 3’
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