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Learning Emotions EEG-based Recognition and Brain Activity: A Survey Study on BCI for Intelligent Tutoring System

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References

1994Measuring emotion: The self-assessment manikin and the semantic differential9,531 cited
2010Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications1,892 cited
1996Pleasure-arousal-dominance: A general framework for describing and measuring individual differences in Temperament1,491 cited
2012Academic Emotions and Student Engagement1,142 cited
2013Emotional state classification from EEG data using machine learning approach757 cited
2014The Faces of Engagement: Automatic Recognition of Student Engagementfrom Facial Expressions683 cited
2009Emotion classification based on gamma-band EEG413 cited
2011EEG-based emotion recognition during watching movies375 cited
2009EEG-based emotion recognition in music listening: A comparison of schemes for multiclass support vector machine152 cited
2016Attention Recognition in EEG-Based Affective Learning Research Using CFS+KNN Algorithm140 cited

Cited by

2022EEG-Based Emotion Recognition via Efficient Convolutional Neural Network and Contrastive Learning54 cited
2019Electroencephalogram Profiles for Emotion Identification over the Brain Regions Using Spectral, Entropy and Temporal Biomarkers44 cited

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