A systematic review for human EEG brain signals based emotion classification, feature extraction, brain condition, group comparison
The study of electroencephalography (EEG) signals is not a new topic. However, the
analysis of human emotions upon exposure to music considered as important direction …
analysis of human emotions upon exposure to music considered as important direction …
Stress features identification from EEG signals using EEG Asymmetry & Spectral Centroids techniques
This paper presents EEG Asymmetry and Spectral Centroids techniques in extracting unique
features for human stress. The study involved 51 subjects (27 males and 24 females) for …
features for human stress. The study involved 51 subjects (27 males and 24 females) for …
Feature extraction of EEG signals and classification using FCM
EEG data were collected between two conditions, relax wakefulness (close-eyes) and non-
relax (IQ test). Data segmentation and linear regression model is used to extract the EEG …
relax (IQ test). Data segmentation and linear regression model is used to extract the EEG …
[PDF][PDF] Modeling phasmophobia (fear of ghosts) using electroencephalogram'
SI Safie, PZM Khalid, M Aimullah - Indonesian Journal of Electrical …, 2022 - academia.edu
Extreme fears towards ghosts and entities are defined as phasmaphobia. Those diagnosed
with phasmophobia symptoms should control their own fears to avoid phasmaphobia attack …
with phasmophobia symptoms should control their own fears to avoid phasmaphobia attack …
EEG analysis of frontal hemispheric asymmetry for learning styles
Learning style had become an importance researched subject for understanding how
individual learns. Apart from that, personality traits such as emotions, moods and self …
individual learns. Apart from that, personality traits such as emotions, moods and self …
The comparison between listening to Surah Al-Mulk and Surah Al-Hasyr using EEG
NSB Ismail, ZB Sharif - 2016 IEEE International Conference on …, 2016 - ieeexplore.ieee.org
The Quran is a script consisting of 114 Surah. The Quran is known to have positive effects
on human, aids the stress healing process. Each Surah is provided for a different …
on human, aids the stress healing process. Each Surah is provided for a different …
Implementation of Cluster analysis for Learning Style classification using brain Asymmetry
This study highlighted the use of Cluster analysis approach to classify the participants'
Learning Style (LS) based on the EEG brain asymmetry (BA) dataset. BA is importance to …
Learning Style (LS) based on the EEG brain asymmetry (BA) dataset. BA is importance to …
[PDF][PDF] Brain asymmetry classification in alpha band using knn during relax and non-relax condition
Brain asymmetry gives information on which hemisphere is responding during certain
conditions. In this study, asymmetry score (AS) is computed from the alpha spectral power, to …
conditions. In this study, asymmetry score (AS) is computed from the alpha spectral power, to …
Classification of frontal alpha asymmetry using k-Nearest Neighbor
Frontal alpha asymmetry is used as the EEG feature in this study. Total number of 43
students participated in EEG data collections of relax and non-relax conditions. The spectral …
students participated in EEG data collections of relax and non-relax conditions. The spectral …
Alpha-Band Frequency Dependency Between EEG in the Presence of Fear
SSI Aimullah - 2018 8th IEEE International Conference on …, 2018 - ieeexplore.ieee.org
Studies on the use of alpha spectrum of an Electroencephalogram (EEG) and its relationship
towards emotion, have been carried out extensively. Asymmetric Relationship Ratio (ARR) …
towards emotion, have been carried out extensively. Asymmetric Relationship Ratio (ARR) …