Modified Support Vector Machine for Detecting Stress Level Using EEG Signals

• Published in: Computational intelligence and neuroscience Vol. 2020; no. 2020; pp. 1 - 14
• Main Authors: Gupta, Richa, Agarwal, Parul, Alam, M. Afshar
• Format: Journal Article
• Language: English
• Published: Cairo, Egypt Hindawi Publishing Corporation 2020; Hindawi; John Wiley & Sons, Inc
• Subjects: Accuracy; Algorithms; Brain research; Cerebrum; Classification; Discriminant analysis; EEG; Electroencephalography; Feature extraction; Machine learning; Mathematical optimization; Methods; Optimization; Physiology; Psychological stress; Stress; Stress (Psychology); Support vector machines; Wavelet transforms
• ISSN: 1687-5265; 1687-5273; 1687-5273
• DOI: 10.1155/2020/8860841

Stress is categorized as a condition of mental strain or pressure approaches because of upsetting or requesting conditions. There are various sources of stress initiation. Researchers consider human cerebrum as the primary wellspring of stress. To study how each individual encounters stress in diffe...