A survey on subgraph counting: concepts, algorithms, and applications to network motifs and graphlets
Computing subgraph frequencies is a fundamental task that lies at the core of several
network analysis methodologies, such as network motifs and graphlet-based metrics, which …
network analysis methodologies, such as network motifs and graphlet-based metrics, which …
Identifying soccer teams' styles of play: a scoping and critical review
Identifying and measuring soccer playing styles is a very important step toward a more
effective performance analysis. Exploring the different game styles that a team can adopt to …
effective performance analysis. Exploring the different game styles that a team can adopt to …
Identifying soccer players' playing styles: a systematic review
Identifying playing styles in football is highly valuable for achieving effective performance
analysis. While there is extensive research on team styles, studies on individual player …
analysis. While there is extensive research on team styles, studies on individual player …
Tac-Miner: Visual tactic mining for multiple table tennis matches
In table tennis, tactics specified by three consecutive strokes represent the high-level
competition strategies in matches. Effective detection and analysis of tactics can reveal the …
competition strategies in matches. Effective detection and analysis of tactics can reveal the …
Methodology and evaluation in sports analytics: challenges, approaches, and lessons learned
There has been an explosion of data collected about sports. Because such data is extremely
rich and complex, machine learning is increasingly being used to extract actionable insights …
rich and complex, machine learning is increasingly being used to extract actionable insights …
Automatic event detection in football using tracking data
F Vidal-Codina, N Evans, B El Fakir, J Billingham - Sports Engineering, 2022 - Springer
One of the main shortcomings of event data in football, which has been extensively used for
analytics in the recent years, is that it still requires manual collection, thus limiting its …
analytics in the recent years, is that it still requires manual collection, thus limiting its …
Identifying playing styles of european soccer teams during the key moments of the game
Performance analysis considerably contributes to improving performance in sports.
Therefore, researchers have increased their interest in sports analytics. In football in …
Therefore, researchers have increased their interest in sports analytics. In football in …
Orientation and decision-making for soccer based on sports analytics and AI: A systematic review
Z Pu, Y Pan, S Wang, B Liu, M Chen… - IEEE/CAA Journal of …, 2024 - ieeexplore.ieee.org
Due to ever-growing soccer data collection approaches and progressing artificial
intelligence (AI) methods, soccer analysis, evaluation, and decision-making have received …
intelligence (AI) methods, soccer analysis, evaluation, and decision-making have received …
Analysis of playing styles in European football: insights from a visual mapping approach
Performance analysis is a rapidly evolving field in football and a subject of extensive
international scientific research. Recognizing playing styles is now considered essential for …
international scientific research. Recognizing playing styles is now considered essential for …
A Multivariate and cluster analysis of diverse playing styles across European Football Leagues
Performance analysis is a valuable tool for team coaches and has been the subject of
extensive study in international research. A significant portion of the scientific literature in the …
extensive study in international research. A significant portion of the scientific literature in the …