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

• 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.
• Subjects: article
• Online Access: Connect to this object online.

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...