Universiti Teknologi Malaysia Institutional Repository

Stress classification based on human electromagnetic radiation analysis

Mardhiah, T. A. and Akmal, T. Z. and Talib, A. H. Q. A. and Jalil, S. Z. A. and Aris, S. A. M. (2021) Stress classification based on human electromagnetic radiation analysis. Indonesian Journal of Electrical Engineering and Computer Science, 22 (2). pp. 218-226. ISSN 2502-4752

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Official URL: http://www.dx.doi.org/10.11591/ijeecs.v22.i2.pp218...


Stress is a feeling of emotional or physical tension due to events that makes one feel frustrated, angry or nervous. It is a situation that trigger biological response when a person encounters a threat or challenge. This paper discussed stress classification based on human electromagnetic radiation (EMR). EMR frequency are captured at seven major chakra points and being analyzed using multivariate analysis of variance (MANOVA) to identify the significance points for the classification. Locally weighted learning (LWL) algorithm is used to classify the collected data. The results show stress classification using EMR based on third eye and throat chakra points obtained accuracy of more than 60%.

Item Type:Article
Uncontrolled Keywords:biological response, human electromagnetic, radiation
Subjects:T Technology > T Technology (General)
Divisions:Razak School of Engineering and Advanced Technology
ID Code:94165
Deposited By: Narimah Nawil
Deposited On:28 Feb 2022 21:17
Last Modified:28 Feb 2022 21:17

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