Emotion Recognition System | List of Frontiers open access articles

Original Research

Published on 26 Nov 2024

Multi-physiological signal fusion for objective emotion recognition in educational human–computer interaction

in Public Health Education and Promotion

Wanmeng Wu
Enling Zuo
Weiya Zhang
Xiangjie Meng

Frontiers in Public Health

doi 10.3389/fpubh.2024.1492375

2,520 views
4 citations

Original Research

Published on 28 Aug 2025

Exploiting facial emotion recognition system for ambient assisted living technologies triggered by interpreting the user's emotional state

in Visual Neuroscience

Samuele Russo
Imad Eddine Tibermacine
Cristian Randieri
Abdelaziz Rabehi
Amal H. Alharbi
El-Sayed M. El-kenawy
Christian Napoli

Frontiers in Neuroscience

doi 10.3389/fnins.2025.1622194

3,849 views
5 citations

Review

Accepted on 03 Feb 2026

Complex Emotion Recognition System using Basic Emotions via Facial Expression, Electroencephalogram, and Electrocardiogram Signals: A Review

in Emotion Science

Javad Hassannataj Joloudari
Mohammad Maftoun
Bahareh Nakisa
Roohallah Alizadehsani
Meisam Yadollahzadeh-Tabari
Silvia Gaftandzhieva

Frontiers in Psychology

252 views

Original Research

Published on 09 Jun 2022

Emotion Recognition With Knowledge Graph Based on Electrodermal Activity

in Perception Science

Hayford Perry Fordson
Xiaofen Xing
Kailing Guo
Xiangmin Xu

Frontiers in Neuroscience

doi 10.3389/fnins.2022.911767

6,723 views
15 citations

Original Research

Published on 01 Jun 2023

SSTM-IS: simplified STM method based on instance selection for real-time EEG emotion recognition

in Brain-Computer Interfaces

Shuang Ran
Wei Zhong
Danting Duan
Long Ye
Qin Zhang

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2023.1132254

5,341 views
6 citations

Original Research

Published on 28 Mar 2024

Music emotion recognition based on temporal convolutional attention network using EEG

in Brain-Computer Interfaces

Yinghao Qiao
Jiajia Mu
Jialan Xie
Binghui Hu
Guangyuan Liu

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2024.1324897

6,420 views
15 citations

Systematic Review

Published on 06 Nov 2025

Speech analysis and speech emotion recognition in mental disease: a scoping review

in Emotion Science

Clara Lombardo
Giulia Esposito
Silvia Carbone
Salvatore Serrano
Carmela Mento

Frontiers in Psychology

doi 10.3389/fpsyg.2025.1645860

3,513 views

Original Research

Published on 09 Apr 2019

fNIRS Evidence for Recognizably Different Positive Emotions

in Cognitive Neuroscience

Xin Hu
Chu Zhuang
Fei Wang
Yong-Jin Liu
Chang-Hwan Im
Dan Zhang

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2019.00120

24,947 views
118 citations

Articles

Multi-physiological signal fusion for objective emotion recognition in educational human–computer interaction

Exploiting facial emotion recognition system for ambient assisted living technologies triggered by interpreting the user's emotional state

Complex Emotion Recognition System using Basic Emotions via Facial Expression, Electroencephalogram, and Electrocardiogram Signals: A Review

Emotion Recognition With Knowledge Graph Based on Electrodermal Activity

SSTM-IS: simplified STM method based on instance selection for real-time EEG emotion recognition

Music emotion recognition based on temporal convolutional attention network using EEG

Speech analysis and speech emotion recognition in mental disease: a scoping review

fNIRS Evidence for Recognizably Different Positive Emotions