Asian Affective and Emotional State (A2ES) Dataset of ECG and PPG for Affective Computing Research

• Published in: Algorithms Vol. 16; no. 3; p. 130
• Main Authors: Ab. Aziz, Nor Azlina, K., Tawsif, Ismail, Sharifah Noor Masidayu Sayed, Hasnul, Muhammad Anas, Ab. Aziz, Kamarulzaman, Ibrahim, Siti Zainab, Abd. Aziz, Azlan, Raja, J. Emerson
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.02.2023
• Subjects: Accuracy; Affective computing; Algorithms; Bias; Blood; Coronaviruses; COVID-19; Data collection; Data mining; Datasets; Decision trees; Deep learning; Electrocardiogram; Electrocardiography; Electroencephalography; Emotion recognition; emotion recognition system; Emotional factors; Emotions; Ethnicity; Heart; Machine learning; Medical research; Mental health; Pandemics; physiological signals; Physiology; Self assessment; Skin; Stress; Support vector machines; Visual stimuli; Wearable computers; Malaysia

Affective computing focuses on instilling emotion awareness in machines. This area has attracted many researchers globally. However, the lack of an affective database based on physiological signals from the Asian continent has been reported. This is an important issue for ensuring inclusiveness and...