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Feature Extraction and Selection for Pain Recognition Using Peripheral Physiological Signals

In pattern recognition, the selection of appropriate features is paramount to both the performance and the robustness of the system. Over-reliance on machine learning-based feature selection methods can, therefore, be problematic; especially when conducted using small snapshots of data. The results...

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Detalles Bibliográficos
Autores principales: Campbell, Evan, Phinyomark, Angkoon, Scheme, Erik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6513974/
https://www.ncbi.nlm.nih.gov/pubmed/31133782
http://dx.doi.org/10.3389/fnins.2019.00437