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Analysis of Tennis Competitions on Different Court Surfaces
Published 2021-05-01Subjects: “…grand slam…”
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Data-driven analysis of point-by-point performance for male tennis player in Grand Slams
Published 2019-03-01“…This study aimed to assess predictors of point outcome (win/lose) related to year, tournament types, round, set, quality of opposition, game status, serve and rally by using match data of 2011-2016 four Grand Slam. A total of 29675 points were recorded and analyzed through classification tree analysis (exhaustive CHAID). …”
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Comparison of the finishing shot and ending zone of points in Grand Slam matches of women's doubles tennis: A cross-sectional study.
Published 2024-01-01“…The aim of this study was to analyse the finishing shot, the ending zone and shot by ending zone of women´s doubles matches during three Grand Slams (GS), and to observe the differences among surfaces. …”
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What makes a Grand Slam champion? Early engagement, late specialization and timely transition from having fun to dedication
Published 2023-07-01“…The authors interviewed 30 tennis players of differing levels, including 10 participants from the most elite level (Grand Slam champions), exploring their contrasting experiences of development. …”
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Creation of English-based tennis terms in Serbian
Published 2015-06-01“…Research is a corpus-based contrastive analysis of tennis terms in English and Serbian, which were taken over from Tenniswikipedia glossary containing 254 entries, commentaries in Serbian during live broadcast of Masters and 2014-2015 GrandSlam matches, and online Serbian journalistic texts on tennis. …”
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Recovery from sport-induced muscle damage in relation to match-intervals in major events
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Epidemiological analysis of doping offences in the professional tennis circuit
Published 2010-12-01“…The lower incidence of doping was found in Grand Slams tournaments.</p> <p>Conclusions</p> <p>The incidence of positive doping samples among professional tennis players is quite low supporting the assumption that there is no evidence of systematic doping in Tennis. …”
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A study of forecasting tennis matches via the Glicko model.
Published 2022-01-01“…Many studies consider statistical or machine learning models to predict the results of professional tennis matches. In this study, we propose a statistical approach for predicting the match outcomes of Grand Slam tournaments, in addition to applying exploratory data analysis (EDA) to explore variables related to match results. …”
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Twitter vs Facebook : analysis of Australian open tennis fan page
Published 2018“…It is a two-week long event and the first of four grand slam tennis tournaments of the season. The main aim of this study is to analyze the types and themes of posts on Facebook and Twitter AO official fan page and see if there are any similarities or differences in the proportion of posts across different categories. …”
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Final Year Project (FYP) -
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Women’s Singles Tennis Match Analysis and Probability of Winning a Point
Published 2024-08-01“…This research aimed to examine the chance of winning a point in professional women’s tennis based on the key variables that influence performance in the sport. (2) Methods: Data from 3239 points were examined across three distinct court surfaces, sourced from the final rounds (starting with the quarterfinals) of three Grand Slam tournaments in the 2021 season. …”
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Match analysis and probability of winning a point in elite men's singles tennis.
Published 2023-01-01“…A total of 4,669 points were analysed on three different court surfaces from the final rounds (from the quarter-finals onwards) of three of the four Grand Slam tournaments in the 2021 season. An observational methodology was applied. …”
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Effect of a Seeding System on Competitive Performance of Elite Players During Major Tennis Tournaments
Published 2020-06-01“…The performance of professional tennis players in the four major Grand Slam tournaments has always been an important research topic, which advances the understanding of the current development of tennis. …”
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Emocionalita a expresivita, kritika a hodnocení v on-line sportovních přenosech a v reakcích fanoušků
Published 2021-12-01“…Expressions of emotion differ between commentators and fans, and also depend on the relationship between these subjects, individual types of sporting events (national teams, club teams, the Olympics, World and European Championships, football Masters’ League or the European League, the tennis Fed Cup or Grand Slam tournaments, domestic football and hockey leagues), as well as critical situations (scoring or missing a goal, the final scores of the events, losing or winning matches). …”
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The Development of Talent in Sports: A Dynamic Network Approach
Published 2018-01-01“…We show that the model provides good predictions for the distributions of grand slam victories in tennis (male players, n=1528; female players, n=1274), major wins in golf (male players, n=1011; female players, n=1183), and goals scored in the NHL (ice hockey, n=6677) and in FC Barcelona (soccer, n=585). …”
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AI Commentator: Narrating Sports Games through Multimodal Perception and Large Language Models
Published 2023“…We tackle this problem for grand-slam tennis through an IBM partnership with the Championships, Wimbledon. …”
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A case study on the French open twitter account's user engagement levels and how they are affected by content type and modality
Published 2018“…The French Open, also known as Roland Garros, is one of the four Grand Slams in Tennis. In order to market the event, promoters use social media, which is an increasing trend in marketing campaigns. …”
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Final Year Project (FYP)