Embedded EEG Feature Selection for Multi-Dimension Emotion Recognition via Local and Global Label Relevance

Due to the problem of a small amount of EEG samples and relatively high dimensionality of electroencephalogram (EEG) features, feature selection plays an essential role in EEG-based emotion recognition. However, current EEG-based emotion recognition studies utilize a problem transformation approach...

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Bibliographic Details
Main Authors: Xueyuan Xu (Author), Fulin Wei (Author), Tianyuan Jia (Author), Li Zhuo (Author), Hui Zhang (Author), Xiaoguang Li (Author), Xia Wu (Author)
Format: Book
Published: IEEE, 2024-01-01T00:00:00Z.
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