Analyzing Momentum Shifts in Tennis: A Machine-Learning Approach to Predicting Match Outcomes

This study examines the impact of momentum dynamics on tennis match outcomes, addressing the limitations of traditional performance prediction methods. Using data from the 2023 Wimbledon men’s singles matches, a data-driven framework was developed to analyze factors influencing player performance. F...

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Bibliographic Details
Main Authors: Yuean Xia, Changfeng Li, Tanran Zhang
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/4/2018
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