Cross-subject EEG-based emotion recognition through dynamic optimization of random forest with sparrow search algorithm

The objective of EEG-based emotion recognition is to classify emotions by decoding signals, with potential applications in the fields of artificial intelligence and bioinformatics. Cross-subject emotion recognition is more difficult than intra-subject emotion recognition. The poor adaptability of cl...

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Bibliographic Details

Published in:	Mathematical biosciences and engineering : MBE Vol. 21; no. 3; pp. 4779 - 4800
Main Authors:	Zhang, Xiaodan, Wang, Shuyi, Xu, Kemeng, Zhao, Rui, She, Yichong
Format:	Journal Article
Language:	English
Published:	United States AIMS Press 29.02.2024
Subjects:	cross-subject dtn emotion recognition lmn ssa-rf SSA-RF cross-subject LMN emotion recognition DTN
ISSN:	1551-0018, 1551-0018
Online Access:	Get full text
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