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应用聚类技术对男子职业大满贯硬地网球比赛中的运动模式进行分类

IF 1.9 4区 教育学 Q2 SPORT SCIENCES
International Journal of Performance Analysis in Sport Pub Date : 2024-07-31 DOI:10.1080/24748668.2024.2386839
Cameron Armstrong, Peter Peeling, Alistair Murphy, Machar Reid
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引用次数: 0

摘要

我们使用 Lloyd k-means 聚类算法对来自澳大利亚网球公开赛球员跟踪数据的运动周期进行了分析，以对男子大满贯网球比赛中存在的运动模式进行分类。肘部...
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An application of clustering to classify movement patterns in men’s professional grand slam hard court tennis
The movement cycles from Australian Open player tracking data were analysed using the Lloyd k-means clustering algorithm to classify movement patterns that exist in men’s grand-slam tennis. The elb...
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来源期刊
International Journal of Performance Analysis in Sport
International Journal of Performance Analysis in Sport Health Professions-Physical Therapy, Sports Therapy and Rehabilitation
CiteScore
4.40
自引率
4.80%
发文量
38
期刊介绍： The International Journal of Performance Analysis in Sport aims to present current original research into sports performance. In so doing, the journal contributes to our general knowledge of sports performance making findings available to a wide audience of academics and practitioners.
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