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Evaluating the Influence of Sensor Configuration and Hyperparameter Optimization on Wearable-Based Knee Moment Estimation During Running Cover

Evaluating the Influence of Sensor Configuration and Hyperparameter Optimization on Wearable-Based Knee Moment Estimation During Running

International Journal of Computer Science in Sport
Volume 24 (2025): Issue 2 (June 2025)
By: L. Höschler,  C. Halmich,  C. Schranz,  A.D. Koelewijn and  H. Schwameder  
Open Access
|Sep 2025

Authors

L. Höschler

Department of Sport and Exercise Science, University of Salzburg

C. Halmich

Department of Artificial Intelligence and Human Interfaces, University of Salzburg
Salzburg Research Forschungsgesellschaft mbH

C. Schranz

Salzburg Research Forschungsgesellschaft mbH

A.D. Koelewijn

Department of Electrical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg

H. Schwameder

Department of Sport and Exercise Science, University of Salzburg
DOI: https://doi.org/10.2478/ijcss-2025-0014 | Journal eISSN: 1684-4769
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Language: English
Page range: 80 - 106
Published on: Sep 14, 2025
Published by: International Association of Computer Science in Sport
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year
Keywords:
IMU,
Pressure Insole,
Machine Learning,
Joint Kinetics
Related subjects:
Computer sciences,
Databases and data mining,
Computer sciences, other,
Sports and recreation,
Physical education,
Sports and recreation, other

© 2025 L. Höschler, C. Halmich, C. Schranz, A.D. Koelewijn, H. Schwameder, published by International Association of Computer Science in Sport
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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