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All Journal Indonesian Journal of Electrical Engineering and Computer Science
Tengku ‘Afiah Mardhiah Tengku Zainul Akmal
Universiti Teknologi Malaysia (UTM)

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Stress classification based on human electromagnetic radiation analysis Tengku ‘Afiah Mardhiah Tengku Zainul Akmal; Abd Hafiz Qayyum Abd Talib; Siti Zura A. Jalil; Siti Armiza Mohd Aris
Indonesian Journal of Electrical Engineering and Computer Science Vol 22, No 2: May 2021
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v22.i2.pp826-834

Abstract

Stress is a feeling of emotional or physical tension due to any events that makes one feel frustrated, angry or nervous. It a situation that trigger particular biological response when encounter a threat or challenge. This paper discussed stress classification based on human electromagnetic radiation (EMR). At first, the collected radiation frequency data is analyzed using multivariate analysis of variance (MANOVA) to identify the significance points for the classification. Then, the data is classified using locally weighted learning (LWL) algorithm. The results show stress classification using EMR based on third eye and throat chakra points obtained accuracy of more than 60%.
Co-Authors Abd Hafiz Qayyum Abd Talib Siti Armiza Mohd Aris Siti Zura A. Jalil