Evaluation of Machine Learning Algorithms for Emotions Recognition using Electrocardiogram

Evaluation of Machine Learning Algorithms for Emotions Recognition using Electrocardiogram

In recent studies, researchers have focused on using various modalities to recognize emotions for different applications. A major challenge is identifying emotions correctly with only electrocardiograms (ECG) as the modality. The main objective is to reduce costs by using single-modality ECG signals...

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Bibliographic Details
Main Authors: Chy Mohammed Tawsif Khan, Nor Azlina Ab Aziz, J. Emerson Raja, Sophan Wahyudi Bin Nawawi, Pushpa Rani
Format: Article
Language:English
Published: Ital Publication 2022-11-01
Series:Emerging Science Journal
Subjects:
electrocardiogram (ecg)
emotion recognition system
exhaustive feature selection
gradient boosting decision tree (gbdt)
machine learning.
Online Access:https://ijournalse.org/index.php/ESJ/article/view/1058

Internet

https://ijournalse.org/index.php/ESJ/article/view/1058

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