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Randomly dividing homologous samples leads to overinflated accuracies for emotion recognition

  • Published:2015-04 Issue:1 Volume:96 Page:29-37
  • ISSN:0167-8760
  • Container-title:International Journal of Psychophysiology
  • language:en
  • Short-container-title:International Journal of Psychophysiology

Author:

Liu Shuang,Zhang Di,Xu Minpeng,Qi Hongzhi,He Feng,Zhao Xin,Zhou Peng,Zhang Lixin,Ming Dong

Funder

National Natural Science Foundation of China

Ministry of Science and Technology of China

Ministry of Education of China

Publisher

Elsevier BV

Subject

Physiology (medical),Neuropsychology and Physiological Psychology,General Neuroscience

Reference44 articles.

1. EEG correlates (event-related desynchronization) of emotional face elaboration: a temporal analysis;Balconi;Neurosci. Lett.,2006

2. Brain oscillations and BIS/BAS (behavioral inhibition/activation system) effects on processing masked emotional cues: ERS/ERD and coherence measures of alpha band;Balconi;Int. J. Psychophysiol.,2009

3. Affective reactions to acoustic stimuli;Bradley;Psychophysiology,2000

4. The International Affective Digitized Sounds (; IADS-2): Affective Ratings of Sounds and Instruction Manual;Bradley,2007

5. Towards wireless emotional valence detection from EEG;Brown,2011

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