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Self-Supervised Learning for ECG-Based Emotion Recognition

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References

2001Toward machine emotional intelligence: analysis of affective physiological state2,334 cited
2005Detecting Stress During Real-World Driving Tasks Using Physiological Sensors2,205 cited
2018AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups717 cited
2014The SWELL Knowledge Work Dataset for Stress and User Modeling Research292 cited
2018Using Deep Convolutional Neural Network for Emotion Detection on a Physiological Signals Dataset (AMIGOS)289 cited
2009Dynamic Difficulty Adjustment in Computer Games Through Real-Time Anxiety-Based Affective Feedback261 cited
2015Recognizing Emotions Induced by Affective Sounds through Heart Rate Variability220 cited
2016Detecting Work Stress in Offices by Combining Unobtrusive Sensors184 cited
2017Stress Detection in Working People177 cited

Cited by

2020CNN and LSTM-Based Emotion Charting Using Physiological Signals125 cited
2021Emotion Recognition from ECG Signals Using Wavelet Scattering and Machine Learning108 cited
2022A Survey on Physiological Signal-Based Emotion Recognition96 cited
2024Multimodal Emotion Recognition Using Visual, Vocal and Physiological Signals: A Review82 cited
2021A Transformer Architecture for Stress Detection from ECG

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74 cited

2022A new data augmentation convolutional neural network for human emotion recognition based on ECG signals67 cited

2024Enhancing emotion recognition using multimodal fusion of physiological, environmental, personal data64 cited

2023Dynamic Confidence-Aware Multi-Modal Emotion Recognition59 cited

2023Multi-Class Stress Detection Through Heart Rate Variability: A Deep Neural Network Based Study57 cited

2023Self-supervised group meiosis contrastive learning for EEG-based emotion recognition55 cited

2022Transformer-Based Self-Supervised Learning for Emotion Recognition51 cited