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...

詳細記述

書誌詳細

出版年:	Emerging Science Journal
主要な著者:	Chy Mohammed Tawsif Khan, Nor Azlina Ab Aziz, J. Emerson Raja, Sophan Wahyudi Bin Nawawi, Pushpa Rani
フォーマット:	論文
言語:	英語
出版事項:	Ital Publication 2022-11-01
主題:	electrocardiogram (ecg) emotion recognition system exhaustive feature selection gradient boosting decision tree (gbdt) machine learning.
オンライン･アクセス:	https://ijournalse.org/index.php/ESJ/article/view/1058