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Evonik
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Dow Corning
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Tosoh Corporation
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Dow Corning
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Garmin Ltd
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Garmin Ltd
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Evonik
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Brainvision Inc
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Lifecare Innovations Pvt Ltd
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Journal: bioRxiv
Article Title: Classification of Smartphone Interaction Using Multimodal Physiological Signals with a Brain-Body Spatio-Temporal Transformer
doi: 10.64898/2026.05.03.722573
Figure Lengend Snippet: SHAP-permutation importance scatter plots for all five classification tasks. Features are plotted by mean —SHAP— (y-axis) against permutation-based accuracy drop ΔAccuracy (x-axis), colored by modality (green: ET, blue: EEG, orange: PPG, pink: GSR).
Article Snippet: Galvanic skin response/electrodermal activity (GSR/EDA), reflecting sympathetic nervous system arousal associated with behavioral engagement, and PPG, providing cardiac dynamics related to cognitive load and autonomic regulation, were recorded via the
Techniques: