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Embedded EEG Feature Selection for Multi-Dimension Emotion Recognition via Local and Global Label Relevance
16 references·0 citing·33 second hop
Embedded EEG Feature Selection for Multi-Dimension Emotion Recognition via Local and Global Label Relevance (2024)Embedded EEG Feature Selection for Multi-…Multisource Associate Domain Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition (2023)Multisource Associate Domain …An adversarial discriminative temporal convolutional network for EEG-based cross-domain emotion recognition (2021)An adversarial discriminative…Subject independent emotion recognition system for people with facial deformity: an EEG based approach (2020)Subject independent emotion r…Emotion recognition with convolutional neural network and EEG-based EFDMs (2020)Emotion recognition with conv…Subject independent emotion recognition from EEG using VMD and deep learning (2019)Subject independent emotion r…Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity (2019)Domain Adaptation for EEG Emo…Emotions Recognition Using EEG Signals: A Survey (2017)Emotions Recognition Using EE…Emotion Recognition Based on High-Resolution EEG Recordings and Reconstructed Brain Sources (2017)Emotion Recognition Based on …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…EEG Based Emotion Identification Using Unsupervised Deep Feature Learning (2015)EEG Based Emotion Identificat…Feature Extraction and Selection for Emotion Recognition from EEG (2014)Feature Extraction and Select…Differential entropy feature for EEG-based emotion classification (2013)Differential entropy feature …EEG Correlates of Different Emotional States Elicited during Watching Music Videos (2011)EEG Correlates of Different E…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …EEG-Based Emotion Recognition in Music Listening (2010)EEG-Based Emotion Recognition…Emotion Recognition From EEG Using Higher Order Crossings (2009)Emotion Recognition From EEG …Emotion recognition in human-computer interaction (2001)Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)A systematic review on affective computing: emotion models, databases, and recent advances (2022)A circumplex model of affect. (1980)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Affective Computing (1997)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)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)Emotional Intelligence (1990)THE MIRROR-NEURON SYSTEM (2004)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)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 via Channel-Wise Attention and Self Attention (2020)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)A Channel-Fused Dense Convolutional Network for EEG-Based Emotion Recognition (2020)EEG-Based BCI Emotion Recognition: A Survey (2020)MS-MDA: Multisource Marginal Distribution Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition (2021)Emotion and Decision Making (2014)Cross-Subject Multimodal Emotion Recognition Based on Hybrid Fusion (2020)Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques (2021)EEG emotion recognition based on the attention mechanism and pre-trained convolution capsule network (2023)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)Review on Emotion Recognition Based on Electroencephalography (2021)From Neural Networks to Emotional Networks: A Systematic Review of EEG-Based Emotion Recognition in Cognitive Neuroscience and Real-World Applications (2025)
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References

  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2013Differential entropy feature for EEG-based emotion classification1,215 cited
  • 2017Emotions Recognition Using EEG Signals: A Survey1,199 cited
  • 2017DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices1,130 cited
  • 2014Feature Extraction and Selection for Emotion Recognition from EEG1,086 cited
  • 2010EEG-Based Emotion Recognition in Music Listening1,023 cited
  • 2009Emotion Recognition From EEG Using Higher Order Crossings687 cited
  • 2019Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity292 cited
  • 2020Emotion recognition with convolutional neural network and EEG-based EFDMs215 cited
  • 2019Subject independent emotion recognition from EEG using VMD and deep learning212 cited
  • 2017Emotion Recognition Based on High-Resolution EEG Recordings and Reconstructed Brain Sources123 cited
  • 2021An adversarial discriminative temporal convolutional network for EEG-based cross-domain emotion recognition111 cited
  • 2023Multisource Associate Domain Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition111 cited
  • 2011EEG Correlates of Different Emotional States Elicited during Watching Music Videos

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87 cited
  • 2020Subject independent emotion recognition system for people with facial deformity: an EEG based approach73 cited
  • 2015EEG Based Emotion Identification Using Unsupervised Deep Feature Learning67 cited
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