Emotion Recognition via Galvanic Skin Response: Comparison of Machine Learning Algorithms and Feature Extraction Methods

AYATA D., YASLAN Y., KAMAŞAK M. E.

ISTANBUL UNIVERSITY-JOURNAL OF ELECTRICAL AND ELECTRONICS ENGINEERING, vol.17, pp.3129-3136, 2017 (ESCI) identifier identifier

  • Publication Type: Article / Article
  • Volume: 17
  • Publication Date: 2017
  • Journal Name: ISTANBUL UNIVERSITY-JOURNAL OF ELECTRICAL AND ELECTRONICS ENGINEERING
  • Journal Indexes: Emerging Sources Citation Index (ESCI), Scopus, TR DİZİN (ULAKBİM)
  • Page Numbers: pp.3129-3136
  • Keywords: Biomedical Signal Processing, Emotion Recognition, Pattern Recognition, Machine Learning, Physiological Signal, Galvanic Skin Response, Decision Tree, Random Forest, k-Nearest Neighbors, Support Vector Machine
  • Istanbul Technical University Affiliated: Yes