Learning Performance Efficiency of College Basketball Players Using TVAE

Monitoring workload is essential to evaluate possibility of fatigue or injuries and overall performance of the players. Large player's workload in any game including basketball can contribute to the stress and fatigue and overloaded players may get exhausted and exhibit burnout symptoms, which...

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Veröffentlicht in:	IEEE access Jg. 11; S. 1
Hauptverfasser:	Yahyasoltani, Nasim, Annapureddy, Priyanka, Farazi, Manzur
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 01.01.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Basketball Classification Data models Efficiency Encoding Games Injuries Load modeling Machine learning Mathematical models Model accuracy PCA Performance evaluation player efficiency Players Prediction models Predictive models regression Sports Synthetic data tabular variational autoencoders Training Workload Workloads
ISSN:	2169-3536, 2169-3536
Online-Zugang:	Volltext
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