Machine Learning-Based Stress Level Detection from EEG Signals

• Main Authors: Nirabi, Ali, Abd Rhman, Faridah, Habaebi, Mohamed Hadi, Sidek, Khairul Azami, Yusoff, Siti Hajar
• Format: Conference or Workshop Item
• Language: English; English
• Published: IEEE 2021
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://irep.iium.edu.my/92211/1/92211_Machine%20Learning-Based%20Stress%20Level%20Detection%20from%20EEG%20Signals.pdf; http://irep.iium.edu.my/92211/7/92211_Machine%20Learning-Based%20Stress%20Level%20Detection%20from%20EEG%20Signals_Scopus.pdf; http://irep.iium.edu.my/92211/; https://ieeexplore.ieee.org/abstract/document/9526333

Recent statistical studies indicate an increase in mental stress in human beings around the world. Due to the recent pandemic and the subsequent lockdowns, people are suffering from different types of stress for being jobless, financially damaged, loss of business, deterioration of personal/fam...