Emotion recognition of EEG signals based on variational mode decomposition and weighted cascade forest

Emotion recognition of EEG signals based on variational mode decomposition and weighted cascade forest

Emotion recognition is of a great significance in intelligent medical treatment and intelligent transportation. With the development of human-computer interaction technology, emotion recognition based on Electroencephalogram (EEG) signals has been widely concerned by scholars. In this study, an EEG...

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Bibliographic Details
Main Authors: Dingxin Xu, Xiwen Qin, Xiaogang Dong, Xueteng Cui
Format: Article
Language:English
Published: AIMS Press 2023-01-01
Series:Mathematical Biosciences and Engineering
Subjects:
electroencephalogram
adaptive elastic net with minimum common redundancy maximum relevance
variable selection
cascade forest
emotion recognition
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023120?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023120?viewType=HTML

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