Exploring standalone electrodermography for multiclass VR emotion prediction using KNN
The use of Electrodermography (EDG) in emotion classification is emerging in recent studies, however, it is still limited when compared to the use of other physiological signals such as Electroencephalography (EEG) and Electrocardiography (ECG). Galvanic Skin Response (GSR) or EDG can be used in stu...
Saved in:
Main Authors: | A F Bulagang, Mountstephens, James, Teo, Jason Tze Wi |
---|---|
Format: | Conference or Workshop Item |
Language: | English English |
Published: |
2021
|
Subjects: | |
Online Access: | https://eprints.ums.edu.my/id/eprint/30320/1/Exploring%20standalone%20electrodermography%20for%20multiclass%20VR%20emotion%20prediction%20using%20KNN%20ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/30320/2/Exploring%20standalone%20electrodermography%20for%20multiclass%20VR%20emotion%20prediction%20using%20KNN%20FULL%20TEXT.pdf https://eprints.ums.edu.my/id/eprint/30320/ https://iopscience.iop.org/article/10.1088/1742-6596/1878/1/012061/pdf |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Support vector machine tuning for improving four-quadrant emotion prediction in Virtual Reality (VR) using wearable Electrodermography (EDG)
by: A F Bulagang, et al.
Published: (2021) -
A dataset for emotion recognition using virtual reality and EEG (DER-VREEG): Emotional state classification using low-cost wearable VR-EEG headsets
by: Nazmi Sofian Suhaimi, et al.
Published: (2022) -
Implementing VR Technology in POLIMAS Website
by: Sarina, Sariff
Published: (2003) -
Web-Based Panoramic VR for a Resort
by: Sofeer, Hayiyusuf
Published: (2003) -
Electrodermography and heart rate sensing for multiclass emotion prediction in virtual reality: A preliminary investigation
by: Aaron Frederick Bulagang, et al.
Published: (2021)