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Real-Time Fractal-Based Valence Level Recognition from EEG · Study

WorkReal-Time Fractal-Based Valence Level Recognition from EEG

Yisi Liu2013

Work2013

Real-Time Fractal-Based Valence Level Recognition from EEG

Yisi Liu · Olga Sourina

123 citations·0/0 files stored·Lecture notes in computer science

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Emotion and Mood Recognition EEG and Brain-Computer Interfaces Gaze Tracking and Assistive Technology

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References

1994Measuring emotion: The self-assessment manikin and the semantic differential 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals 2001Toward machine emotional intelligence: analysis of affective physiological state 1988Approach to an irregular time series on the basis of the fractal theory 2009Measures of emotion: A review 1977Evidence for a three-factor theory of emotions 2011A Multimodal Database for Affect Recognition and Implicit Tagging 1996Pleasure-arousal-dominance: A general framework for describing and measuring individual differences in Temperament

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2023A comprehensive survey on emotion recognition based on electroencephalograph (EEG) signals 2014Real-Time Subject-Dependent EEG-Based Emotion Recognition Algorithm 2020Emotion Recognition Using Three-Dimensional Feature and Convolutional Neural Network from Multichannel EEG Signals 2013EEG Databases for Emotion Recognition 2023MSFR-GCN: A Multi-Scale Feature Reconstruction Graph Convolutional Network for EEG Emotion and Cognition Recognition

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2014Real-Time Subject-Dependent EEG-Based Emotion Recognition Algorithmother · 10 shared references 2014EEG-based subject-dependent emotion recognition algorithm using fractal dimensionother · 9 shared references 2024EEG-Based Multimodal Emotion Recognition: A Machine Learning Perspectivearticle · 7 shared references 2019Emotion Classification Based on Biophysical Signals and Machine Learning Techniquesarticle · 7 shared references 2013EEG Databases for Emotion Recognitionother · 7 shared references 2019Fear Level Classification Based on Emotional Dimensions and Machine Learning Techniquesarticle · 7 shared references

Details

Year2013

Typeother

Published2013-01-01

VenueLecture notes in computer science

ISSN-L0302-9743

Languageen

Citations123

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1007/978-3-642-38803-3_6

openalex_workW69300324

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2018EEG Emotion Recognition Based on Graph Regularized Sparse Linear Regression

2023Comprehensive Analysis of Feature Extraction Methods for Emotion Recognition from Multichannel EEG Recordings

2019Synchrosqueezing transform based feature extraction from EEG signals for emotional state prediction