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Emotion recognition using empirical mode decomposition and approximation entropy

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References

1992An argument for basic emotions9,642 cited
2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
2001Toward machine emotional intelligence: analysis of affective physiological state2,334 cited
1996Pleasure-arousal-dominance: A general framework for describing and measuring individual differences in Temperament1,491 cited
2014Feature Extraction and Selection for Emotion Recognition from EEG1,086 cited
2010EEG-Based Emotion Recognition in Music Listening1,023 cited
2011EEG-based emotion recognition during watching movies375 cited
2011A Novel Emotion Elicitation Index Using Frontal Brain Asymmetry for Enhanced EEG-Based Emotion Recognition226 cited
2016Attention Recognition in EEG-Based Affective Learning Research Using CFS+KNN Algorithm140 cited
2006Emotion Detection in the Loop from Brain Signals and Facial Images106 cited
2018Conditional convolution neural network enhanced random forest for facial expression recognition93 cited

Cited by

2021A LSTM based deep learning network for recognizing emotions using wireless brainwave driven system82 cited
2020Single-trial EEG emotion recognition using Granger Causality/Transfer Entropy analysis80 cited
2021Tetromino pattern based accurate EEG emotion classification model

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73 cited

2023ICaps-ResLSTM: Improved capsule network and residual LSTM for EEG emotion recognition70 cited

2021Emotion recognition based on fusion of long short-term memory networks and SVMs50 cited