Perceiving stress on affective state based on features from EEG

The EEG (Electroencephalogram) from brain signal has been broadly used to reveal human affects based on Valence, Arousal and dominance through computational modelling. Recently, less study on EEG been done in detail, directly to reveal and quantify the stress from affects dynamically based on EEG si...

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Main Authors:	Muhd Adnan, Hafizuddin, Yaacob, Hamwira Sakti
Format:	Article
Language:	English
Published:	IIUM Press, International Islamic University Malaysia 2017
Subjects:	T Technology (General)
Online Access:	http://irep.iium.edu.my/59934/ http://irep.iium.edu.my/59934/ http://irep.iium.edu.my/59934/1/59934_Perceiving%20Stress%20on%20Affective%20State.pdf

id	iium-59934
recordtype	eprints
spelling	iium-599342018-06-12T04:02:18Z http://irep.iium.edu.my/59934/ Perceiving stress on affective state based on features from EEG Muhd Adnan, Hafizuddin Yaacob, Hamwira Sakti T Technology (General) The EEG (Electroencephalogram) from brain signal has been broadly used to reveal human affects based on Valence, Arousal and dominance through computational modelling. Recently, less study on EEG been done in detail, directly to reveal and quantify the stress from affects dynamically based on EEG signal. In addition. There is no study currently perform to identify stress from the features based on EEG signals simultaneously. As for the objective of this paper, this study will only try to do features analysis of stress by comparing the statistical features of affects from the data obtained from three subjects. The data was collected during the trial session for new assembled EEG mobile system at Simulation Centre Akademi Laut Malaysia (ALAM). Subjects consist of three marine pilot who were given tasks to navigate ships in the simulated scenes. Findings and observations from the analysis are reported in this paper. IIUM Press, International Islamic University Malaysia 2017-12 Article PeerReviewed application/pdf en http://irep.iium.edu.my/59934/1/59934_Perceiving%20Stress%20on%20Affective%20State.pdf Muhd Adnan, Hafizuddin and Yaacob, Hamwira Sakti (2017) Perceiving stress on affective state based on features from EEG. International Journal on Perceptive and Cognitive Computing (IJPCC), 3 (2). pp. 7-14. E-ISSN 2462-229X http://journals.iium.edu.my/ijpcc/index.php/IJPCC/article/view/51
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	T Technology (General)
spellingShingle	T Technology (General) Muhd Adnan, Hafizuddin Yaacob, Hamwira Sakti Perceiving stress on affective state based on features from EEG
description	The EEG (Electroencephalogram) from brain signal has been broadly used to reveal human affects based on Valence, Arousal and dominance through computational modelling. Recently, less study on EEG been done in detail, directly to reveal and quantify the stress from affects dynamically based on EEG signal. In addition. There is no study currently perform to identify stress from the features based on EEG signals simultaneously. As for the objective of this paper, this study will only try to do features analysis of stress by comparing the statistical features of affects from the data obtained from three subjects. The data was collected during the trial session for new assembled EEG mobile system at Simulation Centre Akademi Laut Malaysia (ALAM). Subjects consist of three marine pilot who were given tasks to navigate ships in the simulated scenes. Findings and observations from the analysis are reported in this paper.
format	Article
author	Muhd Adnan, Hafizuddin Yaacob, Hamwira Sakti
author_facet	Muhd Adnan, Hafizuddin Yaacob, Hamwira Sakti
author_sort	Muhd Adnan, Hafizuddin
title	Perceiving stress on affective state based on features from EEG
title_short	Perceiving stress on affective state based on features from EEG
title_full	Perceiving stress on affective state based on features from EEG
title_fullStr	Perceiving stress on affective state based on features from EEG
title_full_unstemmed	Perceiving stress on affective state based on features from EEG
title_sort	perceiving stress on affective state based on features from eeg
publisher	IIUM Press, International Islamic University Malaysia
publishDate	2017
url	http://irep.iium.edu.my/59934/ http://irep.iium.edu.my/59934/ http://irep.iium.edu.my/59934/1/59934_Perceiving%20Stress%20on%20Affective%20State.pdf
first_indexed	2023-09-18T21:24:57Z
last_indexed	2023-09-18T21:24:57Z
_version_	1777412129180090368

Perceiving stress on affective state based on features from EEG

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