Using multiple machine learning algorithms to classify elite and sub-elite goalkeepers in professional men's football

M Jamil, A Phatak, S Mehta, M Beato, D Memmert… - Scientific reports, 2021 - nature.com
This study applied multiple machine learning algorithms to classify the performance levels of
professional goalkeepers (GK). Technical performances of GK's competing in the elite …

Do fans impact sports outcomes? A COVID-19 natural experiment

J Cross, R Uhrig - Journal of Sports Economics, 2023 - journals.sagepub.com
This paper studies the effect of fan attendance on home field advantage in top European
soccer leagues. We exploit exogenous variation in the level of fan attendance driven by …

The collection, analysis and exploitation of footballer attributes: A systematic review

E Wakelam, V Steuber… - Journal of Sports Analytics, 2022 - content.iospress.com
There is growing on-going research into how footballer attributes, collected prior to, during
and post-match, may address the demands of clubs, media pundits and gaming developers …

An investigation identifying which key performance indicators influence the chances of promotion to the elite leagues in professional European football

M Jamil, H Liu, A Phatak, D Memmert - International Journal of …, 2021 - Taylor & Francis
Technical performances of teams competing in the professional second divisions of
England, Germany and France were analysed over five seasons in order to determine which …

[PDF][PDF] Match performance difference between African and Top Five teams in the group stage of the 2022 World Cup.

O KESSOURI - Trends in Sport Sciences, 2023 - researchgate.net
Introduction. The analysis of technical performance in soccer helps to identify the most
important variables that distinguish successful teams from their unsuccessful counterparts …

Investigating inter-league and inter-nation variations of key determinants for penalty success across European football

M Jamil, P Littman, M Beato - International Journal of Performance …, 2020 - Taylor & Francis
The aim of this study was to investigate the inter-league and inter-nation variations of key
performance, situational and individual variables on penalty success across four elite …

At what age are English Premier League players at their most productive? A case study investigating the peak performance years of elite professional footballers

M Jamil, S Kerruish - … Journal of Performance Analysis in Sport, 2020 - Taylor & Francis
Seasonal statistics for 637 professional football players performing in the English Premier
League (EPL) across 3 intermittent seasons were analysed via a series of Kruskal–Wallis …

Impact of COVID-19 on football attacking players' match technical performance: a longitudinal study

L Luo, G Sun, E Guo, H Xu, Z Wang - Scientific Reports, 2024 - nature.com
This study examined the impact of COVID-19 on 28 indicators of match technical
performance (MTP) for football attacking players upon their return to play. Analyzing data …

Investigating the impact age has on within-over and death bowling performances in international level 50-over cricket

M Jamil, A Harkness, S Mehta, A Phatak… - Research in Sports …, 2023 - Taylor & Francis
The aims of this investigation were to determine if ageing effects were present in elite
international level cricket. Ball-by-ball data were analysed for 96 bowlers in the 50-Over …

Investigating the inter-country variations in game interruptions across the Big-5 European football leagues

Y Zhao, H Zhang - International Journal of Performance Analysis in …, 2021 - Taylor & Francis
This paper reports an empirical investigation of game interruptions in competitions based on
data from the European Big-5 leagues. The results showed that 1) visiting teams and teams …