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EEG-based emotion recognition using Recurrence Plot analysis and K nearest neighbor classifier

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Cited by

2022Residual GCB-Net: Residual Graph Convolutional Broad Network on Emotion Recognition80 cited
2025Advances in EEG-based emotion recognition: Challenges, methodologies, and future directions79 cited
2021A Multi-Domain Adaptive Graph Convolutional Network for EEG-based Emotion Recognition

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73 cited

2021Real-Time Emotion Classification Using EEG Data Stream in E-Learning Contexts72 cited

2018Emotion Classification through Nonlinear EEG Analysis Using Machine Learning Methods71 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

2018Emotion detection from EEG recordings based on supervised and unsupervised dimension reduction60 cited

2022A multiple frequency bands parallel spatial–temporal 3D deep residual learning framework for EEG-based emotion recognition58 cited

2023MetaEmotionNet: Spatial–Spectral–Temporal-Based Attention 3-D Dense Network With Meta-Learning for EEG Emotion Recognition52 cited

2020Emotion recognition using EEG phase space dynamics and Poincare intersections51 cited

2016Emotion recognition based on wavelet analysis of Empirical Mode Decomposed EEG signals responsive to music videos45 cited