Social spider optimisation algorithm for dimension reduction of electroencephalogram signals in human emotion recognition

• Main Authors: Al-Qammaz, Abdullah Yousef, Ahmad, Farzana Kabir, Yusof, Yuhanis
• Format: Article
• Language: English
• Published: Science Publishing Corporation Inc 2018
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://repo.uum.edu.my/25274/1/IJET%207%202.15%202018%20148%20149.pdf; http://repo.uum.edu.my/25274/; http://doi.org/10.14419/ijet.v7i2.15.11373
• Institution: Universiti Utara Malaysia

Due to some limitations of current heuristics and evolutionary algorithms, this paper proposed a new swarm based algorithm for feature selection method called Social Spider Optimization (SSO-FS). In this research, SSO-FS is used in the EEG-based emotion recognition model as searching method to find...