Machine learning to differentiate between positive and negative emotions using pupil diameter

Machine learning to differentiate between positive and negative emotions using pupil diameter

Pupil diameter (PD) has been suggested as a reliable parameter for identifying an individual’s emotional state. In this paper, we introduce a learning machine technique to detect and differentiate between positive and negative emotions. We presented 30 participants with positive and negative sound s...

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Bibliographic Details
Main Authors: Areej eBabiker, Ibrahima eFaye, Kristin ePrehn, Aamir eMalik
Format: Article
Language:English
Published: Frontiers Media S.A. 2015-12-01
Series:Frontiers in Psychology
Subjects:
Classification
sensitivity analysis
emotion recognition
Pupillometry
K-nearest neighbor algorithm
Online Access:http://journal.frontiersin.org/Journal/10.3389/fpsyg.2015.01921/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fpsyg.2015.01921/full

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