A survey of emotion recognition methods with emphasis on E-Learning environments

M Imani, GA Montazer - Journal of Network and Computer Applications, 2019 - Elsevier
Emotions play an important role in the learning process. Considering the learner's emotions
is essential for electronic learning (e-learning) systems. Some researchers have proposed …

A review on the computational methods for emotional state estimation from the human EEG

MK Kim, M Kim, E Oh, SP Kim - … and mathematical methods in …, 2013 - Wiley Online Library
A growing number of affective computing researches recently developed a computer system
that can recognize an emotional state of the human user to establish affective human …

Classifying different emotional states by means of EEG-based functional connectivity patterns

YY Lee, S Hsieh - PloS one, 2014 - journals.plos.org
This study aimed to classify different emotional states by means of EEG-based functional
connectivity patterns. Forty young participants viewed film clips that evoked the following …

A review of brain oscillations in perception of faces and emotional pictures

B Güntekin, E Başar - Neuropsychologia, 2014 - Elsevier
The differentiation of faces, facial expressions and affective pictures involves processes of
higher mental activity that have considerable applications in the psychology of moods and …

Minimum spanning tree based graph neural network for emotion classification using EEG

H Liu, J Zhang, Q Liu, J Cao - Neural Networks, 2022 - Elsevier
Emotion classification based on neurophysiology signals has been a challenging issue in
the literature. Recent neuroscience findings suggest that brain network structure underlying …

Brain functional connectivity patterns for emotional state classification in Parkinson's disease patients without dementia

R Yuvaraj, M Murugappan, UR Acharya, H Adeli… - Behavioural brain …, 2016 - Elsevier
Successful emotional communication is crucial for social interactions and social
relationships. Parkinson's Disease (PD) patients have shown deficits in emotional …

Toward automatic detection of brain responses to emotional music through analysis of EEG effective connectivity

H Shahabi, S Moghimi - Computers in Human Behavior, 2016 - Elsevier
The purpose of this study was to investigate the effective brain networks associated with
joyful, melancholic, and neutral music. Connectivity patterns among EEG electrodes in …

Evaluating player task engagement and arousal using electroencephalography

T McMahan, I Parberry, TD Parsons - Procedia Manufacturing, 2015 - Elsevier
Advances in affective computing technologies have made it possible for researchers to
investigate brain function while users interact in virtual environments. Progress in sensors …

[HTML][HTML] Beta oscillatory responses in healthy subjects and subjects with mild cognitive impairment

B Güntekin, DD Emek-Savaş, P Kurt, GG Yener… - NeuroImage: Clinical, 2013 - Elsevier
The aim of the present study was to investigate the role of beta oscillatory responses upon
cognitive load in healthy subjects and in subjects with mild cognitive impairment (MCI). The …

Functional connectivity in major depression: increased phase synchronization between frontal cortical EEG-source estimates

S Olbrich, A Tränkner, T Chittka, U Hegerl… - Psychiatry Research …, 2014 - Elsevier
Structural and metabolic alterations in prefrontal brain areas, including the subgenual
(SGPFC), medial (MPFC) and dorsolateral prefrontal cortex (DLPFC), have been shown in …