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Automated Emotion Identification Using Fourier–Bessel Domain-Based Entropies
16 references·3 citing·37 second hopsampled
Automated Emotion Identification Using Fourier–Bessel Domain-Based Entropies (2022)Automated Emotion Identification Using Fo…EEG Based Emotion Recognition: A Tutorial and Review (2022)EEG Based Emotion Recognition…Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition (2022)Comparing Recognition Perform…Emotion Recognition From Multi-Channel EEG via Deep Forest (2020)Emotion Recognition From Mult…EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network (2020)EEG-based emotion recognition…Automated emotion recognition based on higher order statistics and deep learning algorithm (2020)Automated emotion recognition…Utilizing Deep Learning Towards Multi-Modal Bio-Sensing and Vision-Based Affective Computing (2019)Utilizing Deep Learning Towar…GCB-Net: Graph Convolutional Broad Network and Its Application in Emotion Recognition (2019)GCB-Net: Graph Convolutional …EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EEG Emotion Recognition Using…Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals (2018)Cross-Subject Emotion Recogni…Affective computing in virtual reality: emotion recognition from brain and heartbeat dynamics using wearable sensors (2018)Affective computing in virtua…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…Wavelet-based emotion recognition system using EEG signal (2016)Wavelet-based emotion recogni…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Emotion Recognition and Its Applications (2014)Emotion Recognition and Its A…ECG Pattern Analysis for Emotion Detection (2011)ECG Pattern Analysis for Emot…EEG-Based Emotion Recognition in Music Listening (2010)EEG-Based Emotion Recognition…EEG-based emotion recognition with autoencoder feature fusion and MSC-TimesNet model (2025)EEG-based emotion recognition…Deep time-frequency features and semi-supervised dimension reduction for subject-independent emotion recognition from multi-channel EEG signals (2023)Deep time-frequency features …A Brain Network Analysis-Based Double Way Deep Neural Network for Emotion Recognition (2023)A Brain Network Analysis-Base…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)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)Affective Computing (1997)Toward machine emotional intelligence: analysis of affective physiological state (2001)Emotion recognition based on physiological changes in music listening (2008)Emotion recognition using wireless signals (2016)Recognition of emotions using multimodal physiological signals and an ensemble deep learning model (2016)Self-Supervised ECG Representation Learning for Emotion Recognition (2020)A circumplex model of affect. (1980)A Review of Emotion Recognition Using Physiological Signals (2018)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)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)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)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Emotion recognition in human-computer interaction (2001)Mechanism Design via Differential Privacy (2007)Measuring emotion: The self-assessment manikin and the semantic differential (1994)The PHQ-9 (2001)Wearable-Based Affect Recognition—A Review (2019)EEG-Based Emotion Recognition: A State-of-the-Art Review of Current Trends and Opportunities (2020)Emotion Recognition in Immersive Virtual Reality: From Statistics to Affective Computing (2020)Differential entropy feature for EEG-based emotion classification (2013)SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition (2020)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)A systematic survey on multimodal emotion recognition using learning algorithms (2023)Multimodal Emotion Recognition with Deep Learning: Advancements, challenges, and future directions (2023)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

  • 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
  • 2018EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks1,605 cited
  • 2017DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices1,130 cited
  • 2010EEG-Based Emotion Recognition in Music Listening1,023 cited
  • 2022EEG Based Emotion Recognition: A Tutorial and Review505 cited
  • 2011ECG Pattern Analysis for Emotion Detection476 cited
  • 2022Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition455 cited
  • 2018Affective computing in virtual reality: emotion recognition from brain and heartbeat dynamics using wearable sensors414 cited
  • 2019GCB-Net: Graph Convolutional Broad Network and Its Application in Emotion Recognition396 cited
  • 2016Wavelet-based emotion recognition system using EEG signal363 cited
  • 2018Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals294 cited
  • 2020EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network284 cited
  • 2020Emotion Recognition From Multi-Channel EEG via Deep Forest249 cited
  • 2019Utilizing Deep Learning Towards Multi-Modal Bio-Sensing and Vision-Based Affective Computing

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232 cited
  • 2020Automated emotion recognition based on higher order statistics and deep learning algorithm183 cited
  • 2014Emotion Recognition and Its Applications155 cited
  • Cited by

    • 2023A Brain Network Analysis-Based Double Way Deep Neural Network for Emotion Recognition44 cited
    • 2023Deep time-frequency features and semi-supervised dimension reduction for subject-independent emotion recognition from multi-channel EEG signals42 cited
    • 2025EEG-based emotion recognition with autoencoder feature fusion and MSC-TimesNet model41 cited