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Comprehensive Multisource Learning Network for Cross-Subject Multimodal Emotion Recognition
16 references·0 citing·40 second hopsampled
Comprehensive Multisource Learning Network for Cross-Subject Multimodal Emotion Recognition (2024)Comprehensive Multisource Learning Networ…Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition (2022)Visual-to-EEG cross-modal kno…Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition (2022)Multi-Modal Domain Adaptation…Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition (2022)Comparing Recognition Perform…MS-MDA: Multisource Marginal Distribution Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition (2021)MS-MDA: Multisource Marginal …HetEmotionNet (2021)HetEmotionNetEEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)EEG-Based Emotion Recognition…Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity (2019)Domain Adaptation for EEG Emo…WGAN Domain Adaptation for EEG-Based Emotion Recognition (2018)WGAN Domain Adaptation for EE…EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)EmotionMeter: A Multimodal Fr…Emotion Analysis for Personality Inference from EEG Signals (2017)Emotion Analysis for Personal…Personalizing EEG-based affective models with transfer learning (2016)Personalizing EEG-based affec…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…Affective Interaction (2011)Affective InteractionBeyond Facial Expressions: Learning Human Emotion from Body Gestures (2007)Beyond Facial Expressions: Le…Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)Multimodal Emotion Recognition in Response to Videos (2011)Differential entropy feature for EEG-based emotion classification (2013)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)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)Feature Extraction and Selection for Emotion Recognition from EEG (2014)A Novel Neural Network Model based on Cerebral Hemispheric Asymmetry for EEG Emotion Recognition (2018)EEG-Based Emotion Classification Using Spiking Neural Networks (2020)Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition (2021)THE BIG FIVE PERSONALITY DIMENSIONS AND JOB PERFORMANCE: A META‐ANALYSIS (1991)The Big Five Trait taxonomy: History, measurement, and theoretical perspectives. (1999)Individual differences in two emotion regulation processes: Implications for affect, relationships, and well-being. (2003)Adaptive Tunable Q Wavelet Transform-Based Emotion Identification (2020)An Improved Classification Model for Depression Detection Using EEG and Eye Tracking Data (2020)Subject-Independent Emotion Recognition of EEG Signals Based on Dynamic Empirical Convolutional Neural Network (2020)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)EEG Based Emotion Recognition: A Tutorial and Review (2022)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Emotion recognition in human-computer interaction (2001)A Channel-Fused Dense Convolutional Network for EEG-Based Emotion Recognition (2020)EEG-Based BCI Emotion Recognition: A Survey (2020)Pleasure-arousal-dominance: A general framework for describing and measuring individual differences in Temperament (1996)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)A systematic review on affective computing: emotion models, databases, and recent advances (2022)EEG-Based Emotion Recognition Using Spatial-Temporal Graph Convolutional LSTM With Attention Mechanism (2022)Emotion recognition in EEG signals using deep learning methods: A review (2023)Dynamic Domain Adaptation for Class-Aware Cross-Subject and Cross-Session EEG Emotion Recognition (2022)Multisource Associate Domain Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition (2023)PR-PL: A Novel Prototypical Representation Based Pairwise Learning Framework for Emotion Recognition Using EEG Signals (2023)
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References

  • 2018EmotionMeter: A Multimodal Framework for Recognizing Human Emotions1,274 cited
  • 2020EEG-Based Emotion Recognition Using Regularized Graph Neural Networks914 cited
  • 2022Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition455 cited
  • 2016Emotion Recognition Using Multimodal Deep Learning301 cited
  • 2019Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity292 cited
  • 2014Multimodal emotion recognition using EEG and eye tracking data230 cited
  • 2021MS-MDA: Multisource Marginal Distribution Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition228 cited
  • 2015Combining eye movements and EEG to enhance emotion recognition185 cited
  • 2016Personalizing EEG-based affective models with transfer learning167 cited
  • 2017Emotion Analysis for Personality Inference from EEG Signals131 cited
  • 2007Beyond Facial Expressions: Learning Human Emotion from Body Gestures126 cited
  • 2022Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition111 cited
  • 2021HetEmotionNet105 cited
  • 2018WGAN Domain Adaptation for EEG-Based Emotion Recognition93 cited
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Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition
93 cited
  • 2011Affective Interaction88 cited
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