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

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

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...

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Bibliographic Details
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

Internet

https://eprints.ums.edu.my/id/eprint/41027/1/ABSTRACT.pdf
https://eprints.ums.edu.my/id/eprint/41027/2/FULL%20TEXT.pdf

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