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...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IIUM Press, International Islamic University Malaysia
2017
|
| Subjects: | |
| Online Access: | http://irep.iium.edu.my/59934/ http://irep.iium.edu.my/59934/1/59934_Perceiving%20Stress%20on%20Affective%20State.pdf |
| _version_ | 1848785402191675392 |
|---|---|
| author | Muhd Adnan, Hafizuddin Yaacob, Hamwira Sakti |
| author_facet | Muhd Adnan, Hafizuddin Yaacob, Hamwira Sakti |
| author_sort | Muhd Adnan, Hafizuddin |
| building | IIUM Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T16:52:34Z |
| format | Article |
| id | iium-59934 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T16:52:34Z |
| publishDate | 2017 |
| publisher | IIUM Press, International Islamic University Malaysia |
| recordtype | eprints |
| repository_type | Digital Repository |
| 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 |
| spellingShingle | T Technology (General) Muhd Adnan, Hafizuddin Yaacob, Hamwira Sakti Perceiving stress on affective state based on features from EEG |
| title | 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_short | Perceiving stress on affective state based on features from EEG |
| title_sort | perceiving stress on affective state based on features from eeg |
| topic | T Technology (General) |
| 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 |