Evaluating Ensemble Learning Methods for Multi-Modal Emotion Recognition Using Sensor Data Fusion

• Published in: Sensors (Basel, Switzerland) Vol. 22; no. 15; p. 5611
• Main Authors: Younis, Eman M. G., Zaki, Someya Mohsen, Kanjo, Eiman, Houssein, Essam H.
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 27.07.2022; MDPI
• Subjects: Body temperature; Data collection; Decision making; emotion recognition; Emotions; ensemble learning; Heart rate; Human-computer interaction; Hypotheses; multi-modal emotion recognition; physiological and environmental; Physiology; Sensors; Skin; Smartphones; subject independent predictive models for emotion; Wearable computers

Automatic recognition of human emotions is not a trivial process. There are many factors affecting emotions internally and externally. Expressing emotions could also be performed in many ways such as text, speech, body gestures or even physiologically by physiological body responses. Emotion detecti...