The effects of curve registration on linear models of jump performance and classification based on vertical ground reaction forces

Functional principal components define modes of variation in time series, which represent characteristic movement patterns in biomechanical data. Their usefulness however depends on the prior choices made in data processing. Recent research showed that better curve alignment achieved with registrati...

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Veröffentlicht in:	Journal of biomechanics 2022-07, Vol.140, p.111167-111167, Article 111167
Hauptverfasser:	G. E. White, Mark, Neville, Jonathon, Rees, Paul, Summers, Huw, Bezodis, Neil
Format:	Artikel
Sprache:	eng
Schlagworte:	Analysis of Characterising Phases Biomechanical engineering Biomechanics Classification Classification models Countermovement jump Critical point Curve registration Data processing Dynamic Time Warping Feature extraction Functional Principal Component Analysis Jumping Machine learning Preprocessing Registration Time series Vertical forces
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