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A wavelet-based approach to emotion classification using EDA signals · Study

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ArticleA wavelet-based approach to emotion classification using EDA signals

Huanghao Feng2018

OA

Articlebronze2018

A wavelet-based approach to emotion classification using EDA signals

Huanghao Feng · Hosein M. Golshan · Mohammad H. Mahoor

86 citations·0/0 files stored·Expert Systems with Applications

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Emotion and Mood Recognition Heart Rate Variability and Autonomic Control Face and Expression Recognition

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References

1980A circumplex model of affect.2010Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications 2004Emotion recognition system using short-term monitoring of physiological signals 2015Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers 2004Emotion Recognition Using Bio-sensors: First Steps towards an Automatic System 2004Emotion recognition from physiological signals using wireless sensors for presence technologies 2016Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization 2016Arousal and Valence Recognition of Affective Sounds Based on Electrodermal Activity

Cited by

2020Emotion Recognition Using Wearables: A Systematic Literature Review - Work-in-progress 2022Bringing Emotion Recognition Out of the Lab into Real Life: Recent Advances in Sensors and Machine Learning 2024Enhancing emotion recognition using multimodal fusion of physiological, environmental, personal data 2021Emotion Recognition Using Electrodermal Activity Signals and Multiscale Deep Convolutional Neural Network

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2012A survey of methods for data fusion and system adaptation using autonomic nervous system responses in physiological computingarticle · 5 shared references 2022Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive reviewarticle · 4 shared references 2010Toward Emotion Aware Computing: An Integrated Approach Using Multichannel Neurophysiological Recordings and Affective Visual Stimuliarticle · 4 shared references 2012Detecting Naturalistic Expressions of Nonbasic Affect Using Physiological Signalsarticle · 4 shared references 2016The Psychophysiology Primer: A Guide to Methods and a Broad Review with a Focus on Human–Computer Interactionarticle · 4 shared references 2010Affective Man-Machine Interface: Unveiling Human Emotions through Biosignalsother · 4 shared references

Details

Year2018

Typearticle

Published2018-06-18

VenueExpert Systems with Applications

ISSN-L0957-4174

Languageen

Citations86

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1016/j.eswa.2018.06.014

openalex_workW2809605764

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2024

Toward cross-subject and cross-session generalization in EEG-based emotion recognition: Systematic review, taxonomy, and methods

2021Real-Time High-Level Acute Pain Detection Using a Smartphone and a Wrist-Worn Electrodermal Activity Sensor