[HTML][HTML] 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 …

[HTML][HTML] 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 …

[HTML][HTML] 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 …

Identifying which factors impact bowling and batting performances during the “death” phase of an innings in international men's 50-over cricket

M Jamil, S Kerruish, S Mehta, A Phatak… - … Analysis in Sport, 2023 - Taylor & Francis
ABSTRACT In this study, 3,767 balls bowled by international-level fast bowlers across two
One-Day International (ODI) tournaments were analysed to determine how to effectively …

[HTML][HTML] 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 …

[HTML][HTML] 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 …

Zones where corner kicks are most effective in the penalty box: Is there a sweet spot?

O Tütüncü, S Mehta… - International Journal of …, 2024 - journals.sagepub.com
This research aims to evaluate the effectiveness of corner kicks, analyze the goal patterns
resulting from corner kicks, and develop a model for the implementation of optimal corner …

The Success-Score in Professional Football: a metric of playing style or a metric of match outcome?

D Brinkjans, Y Paul, J Perl, D Memmert - International Journal of …, 2024 - sciendo.com
In the growing field of data analysis in soccer tracking data is analyzed utilizing increasingly
complex methods to account for the dynamic, multifactorial nature of the game. One …

[HTML][HTML] The Influence of Pass Length and Height in Europe's Top 5 Leagues in Men's Football

A Cordón-Carmona… - The Open …, 2023 - opensportssciencesjournal.com
Aims: The goal is to investigate how the length and height of passes impact a team's
performance in national championships. A predictive model will be developed to analyse the …

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

HE Scharfen, D Memmert - Ger. J. Ex. 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 …