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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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Détails bibliographiques
Publié dans:Front Neurosci
Auteurs principaux: Campbell, Evan, Phinyomark, Angkoon, Scheme, Erik
Format: Artigo
Langue:Inglês
Publié: Frontiers Media S.A. 2019
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6513974/
https://ncbi.nlm.nih.gov/pubmed/31133782
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2019.00437
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