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EEG-based cross-subject emotion recognition using Fourier-Bessel series expansion based empirical wavelet transform and NCA feature selection method
16 references·6 citing·38 second hop
EEG-based cross-subject emotion recognition using Fourier-Bessel series expansion based empirical wavelet transform and NCA feature selection method (2022)EEG-based cross-subject emotion recogniti…EEG-based emotion recognition using tunable Q wavelet transform and rotation forest ensemble classifier (2021)EEG-based emotion recognition…A survey on facial emotion recognition techniques: A state-of-the-art literature review (2021)A survey on facial emotion re…Investigating the Use of Pretrained Convolutional Neural Network on Cross-Subject and Cross-Dataset EEG Emotion Recognition (2020)Investigating the Use of Pret…EEG-based emotion recognition using simple recurrent units network and ensemble learning (2020)EEG-based emotion recognition…EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM (2020)EEG emotion recognition using…Subject independent emotion recognition from EEG using VMD and deep learning (2019)Subject independent emotion r…Exploring EEG Features in Cross-Subject Emotion Recognition (2018)Exploring EEG Features in Cro…Emotion recognition from multichannel EEG signals using K-nearest neighbor classification (2018)Emotion recognition from mult…Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals (2018)Cross-Subject Emotion Recogni…Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)Identifying Stable Patterns o…Emotions Recognition Using EEG Signals: A Survey (2017)Emotions Recognition Using EE…Cross-Subject EEG Feature Selection for Emotion Recognition Using Transfer Recursive Feature Elimination (2017)Cross-Subject EEG Feature Sel…Wavelet-based emotion recognition system using EEG signal (2016)Wavelet-based emotion recogni…Investigation of window size in classification of EEG-emotion signal with wavelet entropy and support vector machine (2015)Investigation of window size …Differential entropy feature for EEG-based emotion classification (2013)Differential entropy feature …DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-Based Emotion Recognition (2024)Semi-Supervised Dual-Stream S…EEG emotion recognition using EEG-SWTNS neural network through EEG spectral image (2024)EEG emotion recognition using…Emotion recognition using spatial-temporal EEG features through convolutional graph attention network (2023)Emotion recognition using spa…EEG-based emotion recognition using a temporal-difference minimizing neural network (2023)EEG-based emotion recognition…EEG-based cross-subject emotion recognition using multi-source domain transfer learning (2023)EEG-based cross-subject emoti…Adaptive neural decision tree for EEG based emotion recognition (2023)Adaptive neural decision tree…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)Emotion And Adaptation (1991)Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain (2017)SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG (2019)Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition (2020)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)Emotion regulation and mental health. (1995)From Regional to Global Brain: A Novel Hierarchical Spatial-Temporal Neural Network Model for EEG Emotion Recognition (2019)EEG-Based BCI Emotion Recognition: A Survey (2020)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)Cross-Subject Multimodal Emotion Recognition Based on Hybrid Fusion (2020)Emotion Recognition From Multi-Channel EEG via Deep Forest (2020)Measures of emotion: A review (2009)A Review of Emotion Recognition Using Physiological Signals (2018)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)EEG Based Emotion Recognition: A Tutorial and Review (2022)What are emotions? And how can they be measured? (2005)Emotion recognition based on EEG feature maps through deep learning network (2021)Emotion recognition in EEG signals using deep learning methods: A review (2023)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques (2021)Review of the emotional feature extraction and classification using EEG signals (2021)Fuzzy sets (1965)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)A study on computer vision for facial emotion recognition (2023)Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects (2023)Emotion recognition from unimodal to multimodal analysis: A review (2023)
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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
  • 2017Identifying Stable Patterns over Time for Emotion Recognition from EEG995 cited
  • 2020EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM468 cited
  • 2018Exploring EEG Features in Cross-Subject Emotion Recognition370 cited
  • 2016Wavelet-based emotion recognition system using EEG signal363 cited
  • 2021A survey on facial emotion recognition techniques: A state-of-the-art literature review350 cited
  • 2018Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals294 cited
  • 2020Investigating the Use of Pretrained Convolutional Neural Network on Cross-Subject and Cross-Dataset EEG Emotion Recognition254 cited
  • 2018Emotion recognition from multichannel EEG signals using K-nearest neighbor classification230 cited
  • 2019Subject independent emotion recognition from EEG using VMD and deep learning212 cited
  • 2020EEG-based emotion recognition using simple recurrent units network and ensemble learning193 cited
  • 2021EEG-based emotion recognition using tunable Q wavelet transform and rotation forest ensemble classifier

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176 cited
  • 2015Investigation of window size in classification of EEG-emotion signal with wavelet entropy and support vector machine173 cited
  • 2017Cross-Subject EEG Feature Selection for Emotion Recognition Using Transfer Recursive Feature Elimination155 cited
  • Cited by

    • 2023Emotion recognition using spatial-temporal EEG features through convolutional graph attention network88 cited
    • 2023EEG-based cross-subject emotion recognition using multi-source domain transfer learning80 cited
    • 2023Adaptive neural decision tree for EEG based emotion recognition75 cited
    • 2024EEG emotion recognition using EEG-SWTNS neural network through EEG spectral image63 cited
    • 2023EEG-based emotion recognition using a temporal-difference minimizing neural network60 cited
    • 2024Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-Based Emotion Recognition55 cited