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Electroencephalogram-based emotion recognition:a comparative analysis of supervised machine learning algorithms

Anagha Prakash Alwin Poulose

数据科学与管理(英文)2025,Vol.8Issue(3):342-360,19.
数据科学与管理(英文)2025,Vol.8Issue(3):342-360,19.DOI:10.1016/j.dsm.2024.12.004

Electroencephalogram-based emotion recognition:a comparative analysis of supervised machine learning algorithms

Electroencephalogram-based emotion recognition:a comparative analysis of supervised machine learning algorithms

Anagha Prakash 1Alwin Poulose2

作者信息

  • 1. School of Biology,Indian Institute of Science Education and Research Thiruvananthapuram(IISER TVM),Thiruvananthapuram,695551,India
  • 2. School of Data Science,Indian Institute of Science Education and Research Thiruvananthapuram(IISER TVM),Thiruvananthapuram,695551,India
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摘要

关键词

Emotion recognition/Electroencephalogram(EEG)/Machine learning models/Classification/Affective computing/Mental health monitoring/Human-computer interaction/Brainwave dataset

Key words

Emotion recognition/Electroencephalogram(EEG)/Machine learning models/Classification/Affective computing/Mental health monitoring/Human-computer interaction/Brainwave dataset

引用本文复制引用

Anagha Prakash,Alwin Poulose..Electroencephalogram-based emotion recognition:a comparative analysis of supervised machine learning algorithms[J].数据科学与管理(英文),2025,8(3):342-360,19.

数据科学与管理(英文)

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