Optimal accuracy performance in music-based EEG signal using Matthew correlation coefficient advanced (MCCA)

• Main Authors: Mahfuzah, Mustafa, Zarith Liyana, Zahari, Rafiuddin, Abdubrani
• Format: Article
• Language: English
• Published: Penerbit UTM Press 2021
• Subjects: T Technology (General); TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/33106/1/Optimal%20accuracy%20performance%20in%20music-based%20eeg%20signal%20using%20matthew.pdf; http://umpir.ump.edu.my/id/eprint/33106/; https://doi.org/10.11113/jurnalteknologi.v83.16750; https://doi.org/10.11113/jurnalteknologi.v83.16750

The connection between music and human are very synonyms because music could reduce stress. The state of stress could be measured using EEG signal, an electroencephalogram (EEG) measurement which contains an arousal and valence index value. In previous studies, it is found that the Matthew Correlati...