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Capturing the Complex Relationship Between Internal and External Training Load

van der Zwaard, Stephan; Otter, Ruby T A (Sports Science); Kempe, Matthias; Knobbe, Arno; Stoter, Inge K

Background: Training load is typically described in terms of internal and external load. Investigating the coupling of internal and external training load is relevant to many sports. Here, continuous kernel-density estimation (KDE) may be a valuable tool to capture and visualize this coupling. Aim: Using …

2023-04-20AlgemeenArtikel

Coach, I don´t feel it today - A Machine Learning approach for early in-game performance prediction

Kempe, Matthias; Dijkhuis, Talko

2022-06-15Mens & MaatschappijConferentiebijdrage

Early Prediction of Physical Performance in Elite Soccer Matches—A Machine Learning Approach to Support Substitutions

Dijkhuis, Talko (New Business & Ict); Kempe, Matthias; Lemmink, Koen A.P.M.

Verschenen in het kader van het onderzoeksgebied: 'Monitoring and Predicting on Physical Performance in Daily Life and Sports'

2021-07-25AlgemeenArtikel

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Capturing the Complex Relationship Between Internal and External Training Load

Coach, I don´t feel it today - A Machine Learning approach for early in-game performance prediction

Early Prediction of Physical Performance in Elite Soccer Matches—A Machine Learning Approach to Support Substitutions

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