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 …

Context is key: normalization as a novel approach to sport specific preprocessing of KPI's for match analysis in soccer

AA Phatak, S Mehta, FG Wieland, M Jamil, M Connor… - Scientific reports, 2022 - nature.com
Abstract Key Performance Indicators (KPIs) have been investigated, validated and applied in
multitude of sports for recruiting, coaching, opponent, self-analysis etc. Although a wide …

Goalkeepers benefit from using deceptive actions in the soccer penalty kick

R Zheng, B van der Zijden, T Janssen… - Journal of Sports …, 2024 - Taylor & Francis
Most studies on deception in soccer penalty kicks have focused on the deceptive actions
used by penalty takers. However, it is worth noting that deception can also be played out by …

Evaluation of soccer team defense based on prediction models of ball recovery and being attacked: A pilot study

K Toda, M Teranishi, K Kushiro, K Fujii - Plos one, 2022 - journals.plos.org
With the development of measurement technology, data on the movements of actual games
in various sports can be obtained and used for planning and evaluating the tactics and …

Clustering of variables methods and measurement models for soccer players' performances

M Carpita, P Pasca, S Arima, E Ciavolino - Annals of Operations Research, 2023 - Springer
In sports, studying player performances is a key issue since it provides a guideline for
strategic choices and helps teams in the complex procedure of buying and selling of players …

[HTML][HTML] Match-to-Match Variation on High-Intensity Demands in a Portuguese Professional Football Team

JE Teixeira, L Branquinho, M Leal, R Morgans… - Journal of Functional …, 2024 - mdpi.com
The aim of this study was to analyze the match-to-match variation in high-intensity demands
from one Portuguese professional football team according to playing positions. Twenty-three …

Analysis of attacking corner kick strategies in the Chinese Women's Super League 2019

B Han, X Li, Y Li, T Liu - … Engineers, Part P: Journal of Sports …, 2024 - journals.sagepub.com
To determine the effective attacking patterns of corner kicks in women's football, this study
used associate rule to analyse the corner kicks in the Chinese Women's Super League …

Systematic observation of corner kick strategies in Portuguese football players

V Gouveia, JP Duarte, H Sarmento, J Freitas… - Sustainability, 2022 - mdpi.com
Set pieces are important for the success of football teams, with the corner kick being one of
the most game defining events. The aim of this research was twofold:(1) to analyze the …

Passing path predicts shooting outcome in football

S Cao - Scientific Reports, 2024 - nature.com
What determines the outcome of a shot (scored or unscored) in football (soccer)? Numerous
studies have investigated various aspects of this question, including the skills and …

[PDF][PDF] Relationship of executive functions and physical abilities in elite soccer players

HE Scharfen, D Memmert - German J. Exer. Sport Res, 2021 - researchgate.net
High performance team-sport athletes are consistently pushing the limits of human
performance under very high pressure. They achieve this by using their outstanding physical …