Affective state classification through CMAC-based model of affects (CCMA) using SVM

• Main Authors: Yaacob, Hamwira Sakti, Abdul Rahman, Abdul Wahab
• Format: Article
• Language: English; English
• Published: American Scientific Publishers 2017
• Subjects: QA76 Computer software
• Online Access: http://irep.iium.edu.my/60742/16/60742_Affective%20state%20classification%20through%20CMAC-based_article.pdf; http://irep.iium.edu.my/60742/15/60742_Affective%20state%20classification%20through%20CMAC-based_scopus.pdf; http://irep.iium.edu.my/60742/; http://www.ingentaconnect.com/contentone/asp/asl/2017/00000023/00000011/art00202
• Institution: Universiti Islam Antarabangsa Malaysia

A number of computational models have been proposed to perform emotion profiling through affective state classification using EEG signals. However, such models do not include both temporal and spatial dynamic of the signals. It is also observed that the performance of classifying emotion using the e...