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An improved multi-source domain adaptation network for inter-subject mental fatigue detection based on DANN.

Kun ChenZhiyong LiuZhilei LiQuan LiuQingsong AiLi Ma
Published in: Biomedizinische Technik. Biomedical engineering (2023)
The result proves that the proposed method is able to solve the problem of individual differences across subjects and to solve the problem of low classification performance of multi-source domain transfer learning.
Keyphrases
  • machine learning
  • deep learning
  • mental health
  • label free
  • real time pcr
  • physical activity
  • depressive symptoms