Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Performance of Gait Classifications Using Machine Learning

Human movements are characterized by highly non-linear and multi-dimensional interactions within the motor system. Therefore, the future of human movement analysis requires procedures that enhance the classification of movement patterns into relevant groups and support practitioners in their decisio...

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Detalles Bibliográficos
Autores principales: Burdack, Johannes, Horst, Fabian, Giesselbach, Sven, Hassan, Ibrahim, Daffner, Sabrina, Schöllhorn, Wolfgang I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Bioengineering and Biotechnology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7174559/
https://www.ncbi.nlm.nih.gov/pubmed/32351945
http://dx.doi.org/10.3389/fbioe.2020.00260

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7174559/
https://www.ncbi.nlm.nih.gov/pubmed/32351945
http://dx.doi.org/10.3389/fbioe.2020.00260

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