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EEG Emotion Recognition Based on Graph Regularized Sparse Linear Regression
15 references·9 citing·40 second hop
EEG Emotion Recognition Based on Graph Regularized Sparse Linear Regression (2018)EEG Emotion Recognition Based on Graph Re…Multichannel EEG-Based Emotion Recognition via Group Sparse Canonical Correlation Analysis (2016)Multichannel EEG-Based Emotio…An approach to EEG-based emotion recognition using combined feature extraction method (2016)An approach to EEG-based emot…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Feature Extraction and Selection for Emotion Recognition from EEG (2014)Feature Extraction and Select…Real-Time Fractal-Based Valence Level Recognition from EEG (2013)Real-Time Fractal-Based Valen…A FRACTAL-BASED ALGORITHM OF EMOTION RECOGNITION FROM EEG USING AROUSAL-VALENCE MODEL (2011)A FRACTAL-BASED ALGORITHM OF …EEG-Based Emotion Recognition in Music Listening (2010)EEG-Based Emotion Recognition…Measures of emotion: A review (2009)Measures of emotion: A reviewEmotion Recognition From EEG Using Higher Order Crossings (2009)Emotion Recognition From EEG …Emotion classification based on gamma-band EEG (2009)Emotion classification based …Assessing the effectiveness of a large database of emotion-eliciting films: A new tool for emotion researchers (2009)Assessing the effectiveness o…Emotion recognition using brain activity (2008)Emotion recognition using bra…A Channel Selection Method For Eeg Classification In Emotion Assessment Based On Synchronization Likelihood (2007)A Channel Selection Method Fo…Affective Computing (1997)Affective ComputingEmotion elicitation using films (1995)Emotion elicitation using fil…Emotion recognition with EEG-based brain-computer interfaces: a systematic literature review (2024)Emotion recognition with EEG-…EEG-based emotion recognition systems; comprehensive study (2024)EEG-based emotion recognition…Self-supervised group meiosis contrastive learning for EEG-based emotion recognition (2023)Self-supervised group meiosis…A multilayer stacking method base on RFE-SHAP feature selection strategy for recognition of driver’s mental load and emotional state (2023)A multilayer stacking method …A Review of AI Cloud and Edge Sensors, Methods, and Applications for the Recognition of Emotional, Affective and Physiological States (2022)A Review of AI Cloud and Edge…Personal-Zscore: Eliminating Individual Difference for EEG-Based Cross-Subject Emotion Recognition (2021)Personal-Zscore: Eliminating …Video‐triggered EEG‐emotion public databases and current methods: A survey (2020)Video‐triggered EEG‐emotion p…IDEA: Intellect database for emotion analysis using EEG signal (2020)IDEA: Intellect database for …Exploiting EEG Signals and Audiovisual Feature Fusion for Video Emotion Recognition (2019)Exploiting EEG Signals and Au…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)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)The expression of the emotions in man and animals. (1872)A circumplex model of affect. (1980)Emotion And Adaptation (1991)Dealing with feeling: A meta-analysis of the effectiveness of strategies derived from the process model of emotion regulation. (2012)Emotions Recognition Using EEG Signals: A Survey (2017)Measuring emotion: The self-assessment manikin and the semantic differential (1994)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Toward machine emotional intelligence: analysis of affective physiological state (2001)Emotion recognition based on physiological changes in music listening (2008)A Review of Emotion Recognition Using Physiological Signals (2018)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Multimodal Emotion Recognition in Response to Videos (2011)Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection (2015)Why Does Positive Mental Health Buffer Against Psychopathology? An Exploratory Study on Self-Compassion as a Resilience Mechanism and Adaptive Emotion Regulation Strategy (2016)Review of personality and social psychology (1983)Positive affect facilitates creative problem solving. (1987)Hiding feelings: The acute effects of inhibiting negative and positive emotion. (1997)Are Emotions Natural Kinds? (2006)Emotional Intelligence (1990)THE MIRROR-NEURON SYSTEM (2004)Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM (2020)Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review (2022)Differential entropy feature for EEG-based emotion classification (2013)Phase-Locking Value Based Graph Convolutional Neural Networks for Emotion Recognition (2019)EEG-Based Emotion Classification Using a Deep Neural Network and Sparse Autoencoder (2020)Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition (2020)EEG-based emotion recognition during watching movies (2011)EEG-based emotion classification using deep belief networks (2014)Exploring EEG Features in Cross-Subject Emotion Recognition (2018)Machines and Mindlessness: Social Responses to Computers (2000)IEMOCAP: interactive emotional dyadic motion capture database (2008)
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References

  • 1997Affective Computing7,373 cited
  • 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
  • 1995Emotion elicitation using films2,179 cited
  • 2009Measures of emotion: A review2,075 cited
  • 2014Feature Extraction and Selection for Emotion Recognition from EEG1,086 cited
  • 2010EEG-Based Emotion Recognition in Music Listening1,023 cited
  • 2009Assessing the effectiveness of a large database of emotion-eliciting films: A new tool for emotion researchers868 cited
  • 2009Emotion Recognition From EEG Using Higher Order Crossings687 cited
  • 2009Emotion classification based on gamma-band EEG413 cited
  • 2016Multichannel EEG-Based Emotion Recognition via Group Sparse Canonical Correlation Analysis303 cited
  • 2008Emotion recognition using brain activity270 cited
  • 2016An approach to EEG-based emotion recognition using combined feature extraction method154 cited
  • 2011A FRACTAL-BASED ALGORITHM OF EMOTION RECOGNITION FROM EEG USING AROUSAL-VALENCE MODEL133 cited
  • 2013Real-Time Fractal-Based Valence Level Recognition from EEG123 cited
  • 2007A Channel Selection Method For Eeg Classification In Emotion Assessment Based On Synchronization Likelihood

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105 cited

Cited by

  • 2023A multilayer stacking method base on RFE-SHAP feature selection strategy for recognition of driver’s mental load and emotional state86 cited
  • 2024Emotion recognition with EEG-based brain-computer interfaces: a systematic literature review75 cited
  • 2024EEG-based emotion recognition systems; comprehensive study70 cited
  • 2021Personal-Zscore: Eliminating Individual Difference for EEG-Based Cross-Subject Emotion Recognition63 cited
  • 2022A Review of AI Cloud and Edge Sensors, Methods, and Applications for the Recognition of Emotional, Affective and Physiological States63 cited
  • 2019Exploiting EEG Signals and Audiovisual Feature Fusion for Video Emotion Recognition63 cited
  • 2020IDEA: Intellect database for emotion analysis using EEG signal57 cited
  • 2023Self-supervised group meiosis contrastive learning for EEG-based emotion recognition55 cited
  • 2020Video‐triggered EEG‐emotion public databases and current methods: A survey53 cited