Evaluation of machine learning algorithms for emotions recognition using electrocardiogram

• Main Authors: Khan, Chy Mohammed Tawsif, Ab. Aziz, Nor Azlina, Raja, Emerson, Nawawi, Sophan Wahyudi, Pushpa Rani, Pushpa Rani
• Format: Article
• Language: English
• Published: Ital Publication 2023
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/106701/1/SophanWahyudNawawi2023_EvaluationofMachineLearningAlgorithmsforEmotions.pdf; http://eprints.utm.my/106701/; http://dx.doi.org/10.28991/ESJ-2023-07-01-011

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...