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- W3172166050 abstract "A method for estimating human emotions using a lightweight fNIRS device is proposed. In the proposed method, from only 2ch sensors total-hemoglobin data measured by the lightweight fNIRS device, 35 features for estimating emotions are generated. Using generated features, K-Nearest Neighbor model for estimating pleasant / unpleasant emotions are constructed. The evaluation of the constructed models using measured 320 data from 20 subjects shows that it is possible to estimate the emotions with more than 80% recall by cross-validation." @default.
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- W3172166050 date "2021-06-01" @default.
- W3172166050 modified "2023-09-23" @default.
- W3172166050 title "Estimation of Human Emotion Using Total-Hemoglobin Data Measured by A Lightweight fNIRS Device" @default.
- W3172166050 doi "https://doi.org/10.1541/ieejeiss.141.735" @default.
- W3172166050 hasPublicationYear "2021" @default.
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