Multistage anxiety state recognition based on EEG signal using Safe-Level SMOTE

• Main Authors: Tee, Wee Shing, Sudirman, Rubita, Sayed Daud, Syarifah Noor Syakiylla, Abdul Razak, Mohd. Azhar, Zakaria, Nor Aini, Mahmood, Nasrul Humaimi
• Format: Conference or Workshop Item
• Language: English
• Published: 2023
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/107890/1/SyarifahNoorSyakiylla2023_MultistageAnxietyStateRecognition.pdf; http://eprints.utm.my/107890/; http://dx.doi.org/10.1088/1742-6596/2622/1/012010

Anxiety is a complicated emotional condition that has a detrimental effect on people’s physical and mental health. It is critical to accurately recognize anxiety levels in early stage. The anxiety can be detected by pattern of brain signal using brain imaging tools. However, the common problem with...