Implementation of welch pre-processing in SVM algorithm for improved accuracy on EEG data

• Main Authors: Hariyady Hariyady, Ag Asri Ag Ibrahim, Jason Teo, Muhammad Balya Firjaun Barlaman, Muhammad Aulanas Bitaqwa, Azhana Ahmad, Fouziah Md Yassin, Carolyn Salimun, Ng, Giap Weng
• Format: Article
• Language: English; English
• Published: Penerbit UMS 2024
• Subjects: QA75.5-76.95 Electronic computers. Computer science; TK7885-7895 Computer engineering. Computer hardware
• Online Access: https://eprints.ums.edu.my/id/eprint/41027/1/ABSTRACT.pdf; https://eprints.ums.edu.my/id/eprint/41027/2/FULL%20TEXT.pdf; https://eprints.ums.edu.my/id/eprint/41027/; https://doi.org/10.51200/ijmic.v1i1.5036
• Institution: Universiti Malaysia Sabah

The utilization of electroencephalogram (EEG) signals for emotion recognition has attracted considerable attention owing to its non-invasive characteristics and precise evaluation of cerebral electrical activity. This study proposes a methodology for enhancing the precision of emotion prediction in...