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EEG-based human emotion recognition using entropy as a feature extraction measure
16 references·3 citing·41 second hop
EEG-based human emotion recognition using entropy as a feature extraction measure (2021)EEG-based human emotion recognition using…EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)EmotionMeter: A Multimodal Fr…Feature Extraction and Selection for Emotion Recognition from EEG (2014)Feature Extraction and Select…Weighted-permutation entropy: A complexity measure for time series incorporating amplitude information (2013)Weighted-permutation entropy:…Differential entropy feature for EEG-based emotion classification (2013)Differential entropy feature …Permutation Entropy and Its Main Biomedical and Econophysics Applications: A Review (2012)Permutation Entropy and Its M…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Emotion classification based on gamma-band EEG (2009)Emotion classification based …Emotion recognition based on physiological changes in music listening (2008)Emotion recognition based on …What are emotions? And how can they be measured? (2005)What are emotions? And how ca…Emotion Recognition Using Bio-sensors: First Steps towards an Automatic System (2004)Emotion Recognition Using Bio…Emotion recognition system using short-term monitoring of physiological signals (2004)Emotion recognition system us…Prosody-based automatic detection of annoyance and frustration in human-computer dialog (2002)Prosody-based automatic detec…Toward machine emotional intelligence: analysis of affective physiological state (2001)Toward machine emotional inte…Emotion elicitation using films (1995)Emotion elicitation using fil…Approximate entropy as a measure of system complexity. (1991)Approximate entropy as a meas…Fuzzy entropy and conditioning (1986)Fuzzy entropy and conditioningEmotion recognition with EEG-based brain-computer interfaces: a systematic literature review (2024)Emotion recognition with EEG-…EEG-based emotion recognition systems; comprehensive study (2024)EEG-based emotion recognition…Hybrid deep convolutional model-based emotion recognition using multiple physiological signals (2022)Hybrid deep convolutional mod…Emotion recognition in human-computer interaction (2001)Emotions Recognition Using EEG Signals: A Survey (2017)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)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)The expression of the emotions in man and animals. (1872)Emotion And Adaptation (1991)The dynamic architecture of emotion: Evidence for the component process model (2009)Multimodal Emotion Recognition in Response to Videos (2011)Speech Emotion Recognition Using Deep Learning Techniques: A Review (2019)The James-Lange Theory of Emotions: A Critical Examination and an Alternative Theory (1927)Acoustic profiles in vocal emotion expression. (1996)Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Measures of emotion: A review (2009)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)The principles of psychology, Vol I. (1890)The Principles of Psychology (1891)EEG-Based Emotion Recognition in Music Listening (2010)A Review of Emotion Recognition Using Physiological Signals (2018)Review of personality and social psychology (1983)Positive affect facilitates creative problem solving. (1987)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Hiding feelings: The acute effects of inhibiting negative and positive emotion. (1997)Are Emotions Natural Kinds? (2006)Dealing with feeling: A meta-analysis of the effectiveness of strategies derived from the process model of emotion regulation. (2012)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)EEG Based Emotion Recognition: A Tutorial and Review (2022)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Measuring complexity using FuzzyEn, ApEn, and SampEn (2008)Electroencephalogram and electrocardiograph assessment of mental fatigue in a driving simulator (2011)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge (2011)Review on Psychological Stress Detection Using Biosignals (2019)
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References

  • 1991Approximate entropy as a measure of system complexity.5,811 cited
  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2005What are emotions? And how can they be measured?4,257 cited
  • 2001Toward machine emotional intelligence: analysis of affective physiological state2,334 cited
  • 1995Emotion elicitation using films2,179 cited
  • 2018EmotionMeter: A Multimodal Framework for Recognizing Human Emotions1,274 cited
  • 2013Differential entropy feature for EEG-based emotion classification1,215 cited
  • 2014Feature Extraction and Selection for Emotion Recognition from EEG1,086 cited
  • 2008Emotion recognition based on physiological changes in music listening1,085 cited
  • 2004Emotion recognition system using short-term monitoring of physiological signals942 cited
  • 2012Permutation Entropy and Its Main Biomedical and Econophysics Applications: A Review637 cited
  • 1986Fuzzy entropy and conditioning622 cited
  • 2013Weighted-permutation entropy: A complexity measure for time series incorporating amplitude information453 cited
  • 2004Emotion Recognition Using Bio-sensors: First Steps towards an Automatic System451 cited
  • 2009Emotion classification based on gamma-band EEG

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413 cited
  • 2002Prosody-based automatic detection of annoyance and frustration in human-computer dialog390 cited
  • Cited by

    • 2024Emotion recognition with EEG-based brain-computer interfaces: a systematic literature review75 cited
    • 2024EEG-based emotion recognition systems; comprehensive study70 cited
    • 2022Hybrid deep convolutional model-based emotion recognition using multiple physiological signals42 cited