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Affective classification using Bayesian classifier and supervised learning

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References

2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
2010EEG-Based Emotion Recognition in Music Listening1,023 cited
2009Emotion Recognition From EEG Using Higher Order Crossings687 cited
2008Emotion recognition using brain activity270 cited
2010Toward Emotion Aware Computing: An Integrated Approach Using Multichannel Neurophysiological Recordings and Affective Visual Stimuli248 cited
2009Towards emotion recognition from electroencephalographic signals107 cited

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2020EEG-Based Emotion Classification Using Long Short-Term Memory Network with Attention Mechanism72 cited
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2014The Emotion Recognition System Based on Autoregressive Model and Sequential Forward Feature Selection of Electroencephalogram Signals68 cited
2017A novel convolutional neural networks for emotion recognition based on EEG signal68 cited
2015Identifying valence and arousal levels via connectivity between EEG channels67 cited
2023Functional connectivity-enhanced feature-grouped attention network for cross-subject EEG emotion recognition64 cited
2018Intelligent human emotion recognition based on elephant herding optimization tuned support vector regression63 cited
2021

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Multi-Feature Input Deep Forest for EEG-Based Emotion Recognition

62 cited

2019The potential of photoplethysmogram and galvanic skin response in emotion recognition using nonlinear features55 cited

2019A Novel Approach for EEG Electrode Selection in Automated Emotion Recognition Based on Lagged Poincare’s Indices and sLORETA48 cited