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Multi-Source Domain Transfer Discriminative Dictionary Learning Modeling for Electroencephalogram-Based Emotion Recognition

9 references·5 citing·35 second hopsampled

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References

2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
2014Feature Extraction and Selection for Emotion Recognition from EEG1,086 cited
2017Identifying Stable Patterns over Time for Emotion Recognition from EEG995 cited
2019Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition355 cited
2019Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity292 cited
2017EEG-Based Emotion Recognition Using Hierarchical Network With Subnetwork Nodes141 cited
2017A Fast, Efficient Domain Adaptation Technique for Cross-Domain Electroencephalography(EEG)-Based Emotion Recognition124 cited
2018A Mutual Information Based Adaptive Windowing of Informative EEG for Emotion Recognition120 cited

Cited by

2023Self‐training maximum classifier discrepancy for EEG emotion recognition108 cited
2024ERTNet: an interpretable transformer-based framework for EEG emotion recognition77 cited
2023Cross-subject EEG emotion recognition using multi-source domain manifold feature selection69 cited
2024Toward cross-subject and cross-session generalization in EEG-based emotion recognition: Systematic review, taxonomy, and methods61 cited

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2022Joint Feature Adaptation and Graph Adaptive Label Propagation for Cross-Subject Emotion Recognition From EEG Signals57 cited