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A novel ensemble learning method using multiple objective particle swarm optimization for subject-independent EEG-based emotion recognition
16 references·1 citing·35 second hopsampled
A novel ensemble learning method using multiple objective particle swarm optimization for subject-independent EEG-based emotion recognition (2021)A novel ensemble learning method using mu…Application of deep learning in detecting neurological disorders from magnetic resonance images: a survey on the detection of Alzheimer’s disease, Parkinson’s disease and schizophrenia (2020)Application of deep learning …An Efficient LSTM Network for Emotion Recognition From Multichannel EEG Signals (2020)An Efficient LSTM Network for…From Regional to Global Brain: A Novel Hierarchical Spatial-Temporal Neural Network Model for EEG Emotion Recognition (2019)From Regional to Global Brain…Exploring EEG Features in Cross-Subject Emotion Recognition (2018)Exploring EEG Features in Cro…EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EEG Emotion Recognition Using…Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets (2018)Domain Adaptation Techniques …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…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Feature Extraction and Selection for Emotion Recognition from EEG (2014)Feature Extraction and Select…EEG-based emotion classification using deep belief networks (2014)EEG-based emotion classificat…Affective Body Expression Perception and Recognition: A Survey (2012)Affective Body Expression Per…EEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines (2011)EEG-Based Emotion Recognition…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …A circumplex model of affect. (1980)A circumplex model of affect.Constants across cultures in the face and emotion. (1971)Constants across cultures in …Improved EEG-based emotion recognition through information enhancement in connectivity feature map (2023)Improved EEG-based emotion re…A revised version of the psychoticism scale (1985)Personality and Individual Differences (1985)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)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)The expression of the emotions in man and animals. (1872)The Repertoire of Nonverbal Behavior: Categories, Origins, Usage, and Coding (1969)Patterns of cognitive appraisal in emotion. (1985)What's basic about basic emotions? (1990)Affect, imagery, consciousness, Vol. 1: The positive affects. (1992)On the universality and cultural specificity of emotion recognition: A meta-analysis. (2002)Hand and mind: what gestures reveal about thought (1993)Core affect and the psychological construction of emotion. (2003)Categorical and dimensional affect analysis in continuous input: Current trends and future directions (2012)Survey on Emotional Body Gesture Recognition (2018)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)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)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)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)Emotion recognition in human-computer interaction (2001)Mechanism Design via Differential Privacy (2007)A Review of Emotion Recognition Using Physiological Signals (2018)Emotion regulation and mental health. (1995)Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals (2018)EEG-Based BCI Emotion Recognition: A Survey (2020)Measures of emotion: A review (2009)EEG Based Emotion Recognition: A Tutorial and Review (2022)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)
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References

  • 1980A circumplex model of affect.16,320 cited
  • 1971Constants across cultures in the face and emotion.5,506 cited
  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 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
  • 2017Emotions Recognition Using EEG Signals: A Survey1,199 cited
  • 2014Feature Extraction and Selection for Emotion Recognition from EEG1,086 cited
  • 2017Identifying Stable Patterns over Time for Emotion Recognition from EEG995 cited
  • 2012Affective Body Expression Perception and Recognition: A Survey609 cited
  • 2018Exploring EEG Features in Cross-Subject Emotion Recognition370 cited
  • 2014EEG-based emotion classification using deep belief networks367 cited
  • 2020An Efficient LSTM Network for Emotion Recognition From Multichannel EEG Signals361 cited
  • 2018Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets359 cited
  • 2020Application of deep learning in detecting neurological disorders from magnetic resonance images: a survey on the detection of Alzheimer’s disease, Parkinson’s disease and schizophrenia

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348 cited
  • 2019From Regional to Global Brain: A Novel Hierarchical Spatial-Temporal Neural Network Model for EEG Emotion Recognition316 cited
  • 2011EEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines273 cited
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    • 2023Improved EEG-based emotion recognition through information enhancement in connectivity feature map44 cited