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A Mutual Information Based Adaptive Windowing of Informative EEG for Emotion Recognition
16 references·14 citing·41 second hop
A Mutual Information Based Adaptive Windowing of Informative EEG for Emotion Recognition (2018)A Mutual Information Based Adaptive Windo…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…Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers (2015)Improving BCI-based emotion r…Speech emotion recognition using deep neural network and extreme learning machine (2014)Speech emotion recognition us…Feature Extraction and Selection for Emotion Recognition from EEG (2014)Feature Extraction and Select…A Review on the Computational Methods for Emotional State Estimation from the Human EEG (2013)A Review on the Computational…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …A Multimodal Database for Affect Recognition and Implicit Tagging (2011)A Multimodal Database for Aff…Toward Emotion Aware Computing: An Integrated Approach Using Multichannel Neurophysiological Recordings and Affective Visual Stimuli (2010)Toward Emotion Aware Computin…Real-Time EEG-Based Human Emotion Recognition and Visualization (2010)Real-Time EEG-Based Human Emo…Classification of human emotion from EEG using discrete wavelet transform (2010)Classification of human emoti…Multimodal emotion recognition in speech-based interaction using facial expression, body gesture and acoustic analysis (2009)Multimodal emotion recognitio…Emotion recognition from expressions in face, voice, and body: The Multimodal Emotion Recognition Test (MERT). (2009)Emotion recognition from expr…Emotion Recognition From EEG Using Higher Order Crossings (2009)Emotion Recognition From EEG …Recognizing emotion in speech (2002)Recognizing emotion in speechObservations: SAM: The Self-Assessment Manikin An Efficient Cross-Cultural Measurement Of Emotional Response 1 (1995)Observations: SAM: The Self-A…A circumplex model of affect. (1980)A circumplex model of affect.Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks (2023)Effective Emotion Recognition…Comprehensive Analysis of Feature Extraction Methods for Emotion Recognition from Multichannel EEG Recordings (2023)Comprehensive Analysis of Fea…Spatial-frequency convolutional self-attention network for EEG emotion recognition (2022)Spatial-frequency convolution…Multi-Source Domain Transfer Discriminative Dictionary Learning Modeling for Electroencephalogram-Based Emotion Recognition (2022)Multi-Source Domain Transfer …Emotion recognition based on multi-modal physiological signals and transfer learning (2022)Emotion recognition based on …EEG-Based Emotion Recognition With Emotion Localization via Hierarchical Self-Attention (2022)EEG-Based Emotion Recognition…EEG emotion recognition based on enhanced SPD matrix and manifold dimensionality reduction (2022)EEG emotion recognition based…A new approach for product evaluation based on integration of EEG and eye-tracking (2022)A new approach for product ev…Leveraging spatial-temporal convolutional features for EEG-based emotion recognition (2021)Leveraging spatial-temporal c…FLDNet: Frame-Level Distilling Neural Network for EEG Emotion Recognition (2021)FLDNet: Frame-Level Distillin…Strengthen EEG-based emotion recognition using firefly integrated optimization algorithm (2020)Strengthen EEG-based emotion …Psychological stimulation for anxious states detection based on EEG-related features (2020)Psychological stimulation for…Exploiting Transfer Learning for Emotion Recognition Under Cloud-Edge-Client Collaborations (2020)Exploiting Transfer Learning …Hyperparameter optimization in CNN for learning-centered emotion recognition for intelligent tutoring systems (2019)Hyperparameter optimization i…The role of emotion in believable agents (1994)Prosody-based automatic detection of annoyance and frustration in human-computer dialog (2002)Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching (2017)Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos (2018)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Affective Computing (1997)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)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)Emotion recognition in human-computer interaction (2001)Emotion recognition based on physiological changes in music listening (2008)Classifying Different Emotional States by Means of EEG-Based Functional Connectivity Patterns (2014)Emotion Recognition from Multiband EEG Signals Using CapsNet (2019)Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition (2020)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Emotions Recognition Using EEG Signals: A Survey (2017)The Principles of Psychology (1891)Hedges: A Study in Meaning Criteria and the Logic of Fuzzy Concepts (1975)The robust beauty of improper linear models in decision making. (1979)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)Emotional Intelligence (1990)THE MIRROR-NEURON SYSTEM (2004)Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)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)Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)EEG Based Emotion Recognition: A Tutorial and Review (2022)TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition (2022)IEMOCAP: interactive emotional dyadic motion capture database (2008)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Automatic speech emotion recognition using recurrent neural networks with local attention (2017)End-to-End Multimodal Emotion Recognition Using Deep Neural Networks (2017)Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers (2019)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)A systematic review on affective computing: emotion models, databases, and recent advances (2022)
this work references cited by second hop

References

  • 1980A circumplex model of affect.16,320 cited
  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2011A Multimodal Database for Affect Recognition and Implicit Tagging1,664 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
  • 2014Speech emotion recognition using deep neural network and extreme learning machine822 cited
  • 2009Emotion Recognition From EEG Using Higher Order Crossings687 cited
  • 2015Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers506 cited
  • 2002Recognizing emotion in speech494 cited
  • 2010Classification of human emotion from EEG using discrete wavelet transform436 cited
  • 1995Observations: SAM: The Self-Assessment Manikin An Efficient Cross-Cultural Measurement Of Emotional Response 1436 cited
  • 2009Emotion recognition from expressions in face, voice, and body: The Multimodal Emotion Recognition Test (MERT).380 cited
  • 2010Real-Time EEG-Based Human Emotion Recognition and Visualization313 cited
  • 2013A Review on the Computational Methods for Emotional State Estimation from the Human EEG294 cited

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  • 2009Multimodal emotion recognition in speech-based interaction using facial expression, body gesture and acoustic analysis256 cited
  • 2010Toward Emotion Aware Computing: An Integrated Approach Using Multichannel Neurophysiological Recordings and Affective Visual Stimuli248 cited
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    • 2022Spatial-frequency convolutional self-attention network for EEG emotion recognition108 cited
    • 2023Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks101 cited
    • 2022EEG-Based Emotion Recognition With Emotion Localization via Hierarchical Self-Attention99 cited
    • 2020Strengthen EEG-based emotion recognition using firefly integrated optimization algorithm74 cited
    • 2020Exploiting Transfer Learning for Emotion Recognition Under Cloud-Edge-Client Collaborations74 cited
    • 2023Comprehensive Analysis of Feature Extraction Methods for Emotion Recognition from Multichannel EEG Recordings73 cited
    • 2019Hyperparameter optimization in CNN for learning-centered emotion recognition for intelligent tutoring systems72 cited
    • 2022A new approach for product evaluation based on integration of EEG and eye-tracking68 cited
    • 2021FLDNet: Frame-Level Distilling Neural Network for EEG Emotion Recognition59 cited
    • 2022Emotion recognition based on multi-modal physiological signals and transfer learning55 cited
    • 2021Leveraging spatial-temporal convolutional features for EEG-based emotion recognition53 cited
    • 2022EEG emotion recognition based on enhanced SPD matrix and manifold dimensionality reduction47 cited
    • 2020Psychological stimulation for anxious states detection based on EEG-related features47 cited