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Emotion Classification through Nonlinear EEG Analysis Using Machine Learning Methods

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References

2024Two new Later Stone Age sites from the Final Pleistocene in the Falémé Valley, eastern Senegal23,871 cited
1991Approximate entropy as a measure of system complexity.5,811 cited
2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
1985A revised version of the psychoticism scale3,094 cited
2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
2009Measures of emotion: A review2,075 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
2013Emotional state classification from EEG data using machine learning approach757 cited
2015Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers506 cited
1995Observations: SAM: The Self-Assessment Manikin An Efficient Cross-Cultural Measurement Of Emotional Response 1436 cited
2016Multichannel EEG-Based Emotion Recognition via Group Sparse Canonical Correlation Analysis303 cited
2017Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain285 cited

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2011The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition252 cited

2013Real‐Time EEG‐Based Happiness Detection System234 cited

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2020Emotion recognition using EEG phase space dynamics and Poincare intersections51 cited
2019Emotion recognition through EEG phase space dynamics and Dempster-Shafer theory47 cited
2019Electroencephalogram Profiles for Emotion Identification over the Brain Regions Using Spectral, Entropy and Temporal Biomarkers44 cited
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