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Classification of Five Emotions from EEG and Eye Movement Signals: Complementary Representation Properties
11 references·6 citing·41 second hop
Classification of Five Emotions from EEG and Eye Movement Signals: Complementary Representation Properties (2019)Classification of Five Emotions from EEG …Classification of Five Emotions from EEG and Eye Movement Signals: Discrimination Ability and Stability over Time (2019)Classification of Five Emotio…EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)EmotionMeter: A Multimodal Fr…Emotion Recognition Using Multimodal Deep Learning (2016)Emotion Recognition Using Mul…Combining eye movements and EEG to enhance emotion recognition (2015)Combining eye movements and E…Multimodal emotion recognition using EEG and eye tracking data (2014)Multimodal emotion recognitio…Differential entropy feature for EEG-based emotion classification (2013)Differential entropy feature …Multimodal Emotion Recognition in Response to Videos (2011)Multimodal Emotion Recognitio…Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)Affect Detection: An Interdis…Assessing the effectiveness of a large database of emotion-eliciting films: A new tool for emotion researchers (2009)Assessing the effectiveness o…Speech emotion recognition using hidden Markov models (2003)Speech emotion recognition us…Constants across cultures in the face and emotion. (1971)Constants across cultures in …Trial Selection Tensor Canonical Correlation Analysis (TSTCCA) for Depression Recognition With Facial Expression and Pupil Diameter (2023)Trial Selection Tensor Canoni…Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels (2023)Multimodal Adaptive Emotion T…Generator-based Domain Adaptation Method with Knowledge Free for Cross-subject EEG Emotion Recognition (2022)Generator-based Domain Adapta…An Emotion Recognition Method Based on Eye Movement and Audiovisual Features in MOOC Learning Environment (2022)An Emotion Recognition Method…Optimization of Real-Time EEG Artifact Removal and Emotion Estimation for Human-Robot Interaction Applications (2019)Optimization of Real-Time EEG…A GAN-Based Data Augmentation Method for Multimodal Emotion Recognition (2019)A GAN-Based Data Augmentation…Emotion recognition in human-computer interaction (2001)Emotions Recognition Using EEG Signals: A Survey (2017)Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)A systematic review on affective computing: emotion models, databases, and recent advances (2022)The expression of the emotions in man and animals. 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(1980)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)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)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)Human Emotion Recognition: Review of Sensors and Methods (2020)Affective Computing (1997)Multimodal Emotion Recognition Using Deep Neural Networks (2017)A Survey of Automatic Facial Micro-Expression Analysis: Databases, Methods, and Challenges (2018)A systematic survey on multimodal emotion recognition using learning algorithms (2023)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Using Deep Convolutional Neural Network for Emotion Detection on a Physiological Signals Dataset (AMIGOS) (2018)Emotion Recognition from Multiband EEG Signals Using CapsNet (2019)EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network (2020)Human Emotion Recognition with Electroencephalographic Multidimensional Features by Hybrid Deep Neural Networks (2017)Electroencephalography Based Fusion Two-Dimensional (2D)-Convolution Neural Networks (CNN) Model for Emotion Recognition System (2018)Driver stress detection via multimodal fusion using attention-based CNN-LSTM (2021)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)EEG Based Emotion Recognition: A Tutorial and Review (2022)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)
this work references cited by second hop

References

  • 1971Constants across cultures in the face and emotion.5,506 cited
  • 2010Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications1,892 cited
  • 2018EmotionMeter: A Multimodal Framework for Recognizing Human Emotions1,274 cited
  • 2013Differential entropy feature for EEG-based emotion classification1,215 cited
  • 2003Speech emotion recognition using hidden Markov models920 cited
  • 2009Assessing the effectiveness of a large database of emotion-eliciting films: A new tool for emotion researchers868 cited
  • 2011Multimodal Emotion Recognition in Response to Videos723 cited
  • 2016Emotion Recognition Using Multimodal Deep Learning301 cited
  • 2014Multimodal emotion recognition using EEG and eye tracking data230 cited
  • 2015Combining eye movements and EEG to enhance emotion recognition185 cited
  • 2019Classification of Five Emotions from EEG and Eye Movement Signals: Discrimination Ability and Stability over Time80 cited

Cited by

  • 2023Trial Selection Tensor Canonical Correlation Analysis (TSTCCA) for Depression Recognition With Facial Expression and Pupil Diameter53 cited
  • 2023Multimodal Adaptive Emotion Transformer with Flexible Modality Inputs on A Novel Dataset with Continuous Labels48 cited
  • 2022An Emotion Recognition Method Based on Eye Movement and Audiovisual Features in MOOC Learning Environment

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47 cited
  • 2022Generator-based Domain Adaptation Method with Knowledge Free for Cross-subject EEG Emotion Recognition39 cited
  • 2019Optimization of Real-Time EEG Artifact Removal and Emotion Estimation for Human-Robot Interaction Applications38 cited
  • 2019A GAN-Based Data Augmentation Method for Multimodal Emotion Recognition37 cited