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A Computerized Approach for Automatic Human Emotion Recognition Using Sliding Mode Singular Spectrum Analysis
16 references·0 citing·28 second hop
A Computerized Approach for Automatic Human Emotion Recognition Using Sliding Mode Singular Spectrum Analysis (2021)A Computerized Approach for Automatic Hum…Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition (2020)Time–Frequency Representation…EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)EEG-Based Emotion Recognition…MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion Recognition (2019)MPED: A Multi-Modal Physiolog…Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)Spatial–Temporal Recurrent Ne…Exploring EEG Features in Cross-Subject Emotion Recognition (2018)Exploring EEG Features in Cro…EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)EmotionMeter: A Multimodal Fr…EEG-based workers' stress recognition at construction sites (2018)EEG-based workers' stress rec…EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EEG Emotion Recognition Using…Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals (2018)Cross-Subject Emotion Recogni…AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups (2018)AMIGOS: A Dataset for Affect,…A Review of Emotion Recognition Using Physiological Signals (2018)A Review of Emotion Recogniti…DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices (2017)DREAMER: A Database for Emoti…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Differential entropy feature for EEG-based emotion classification (2013)Differential entropy feature …Multimodal Emotion Recognition in Response to Videos (2011)Multimodal Emotion Recognitio…Emotion classification based on gamma-band EEG (2009)Emotion classification based …A revised version of the psychoticism scale (1985)Personality and Individual Differences (1985)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)Emotion recognition in human-computer interaction (2001)Emotions Recognition Using EEG Signals: A Survey (2017)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)The Cognitive Structure of Emotions (1988)A Review and Meta-Analysis of Multimodal Affect Detection Systems (2015)Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection (2015)Human Emotion Recognition: Review of Sensors and Methods (2020)A circumplex model of affect. (1980)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)EEG Based Emotion Recognition: A Tutorial and Review (2022)TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition (2022)Coefficient Alpha and the Internal Structure of Tests (1951)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Affective Computing (1997)Mechanism Design via Differential Privacy (2007)II.—WHAT IS AN EMOTION ? (1884)The James-Lange Theory of Emotions: A Critical Examination and an Alternative Theory (1927)A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals (2019)Facial emotion recognition using deep learning: review and insights (2020)Pleasure-arousal-dominance: A general framework for describing and measuring individual differences in Temperament (1996)
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References

  • 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
  • 2018EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks1,605 cited
  • 2018EmotionMeter: A Multimodal Framework for Recognizing Human Emotions1,274 cited
  • 2013Differential entropy feature for EEG-based emotion classification1,215 cited
  • 2017DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices1,130 cited
  • 2018A Review of Emotion Recognition Using Physiological Signals921 cited
  • 2020EEG-Based Emotion Recognition Using Regularized Graph Neural Networks914 cited
  • 2011Multimodal Emotion Recognition in Response to Videos723 cited
  • 2018AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups717 cited
  • 2018Spatial–Temporal Recurrent Neural Network for Emotion Recognition595 cited
  • 2009Emotion classification based on gamma-band EEG413 cited
  • 2018Exploring EEG Features in Cross-Subject Emotion Recognition370 cited
  • 2018EEG-based workers' stress recognition at construction sites340 cited
  • 2019MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion Recognition339 cited

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2020
Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition
300 cited
  • 2018Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals294 cited
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