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 …

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 …

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 …

[PDF][PDF] Associations between confederation playing style and team strength in the FIFA World Cup 2022.

E DE FRANÇA, L BRANQUINHO… - Trends in Sport …, 2024 - researchgate.net
Introduction. Previous evidence indicates that it appears to be possible to identify a pattern
of success (playing styles) in football using principal components analysis or k-means …

[PDF][PDF] Match-related technical performance of qualified and eliminated teams in the group stage of Qatar 2022 World Cup.

IZ KAHLOUCHE - Trends in Sport Sciences, 2023 - wbc.poznan.pl
Introduction. Match-related technical performance is one of the most important factors for
success in modern soccer. Aim of Study. This study aimed to try to determine which of the …