An application of clustering to classify movement patterns in men’s professional grand slam hard court tennis

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

引用次数: 0

Abstract

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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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

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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来源期刊

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

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.