20 years of ordinal patterns: Perspectives and challenges

I Leyva, JH Martínez, C Masoller, OA Rosso… - Europhysics …, 2022 - iopscience.iop.org
In 2002, in a seminal article, Bandt and Pompe proposed a new methodology for the
analysis of complex time series, now known as Ordinal Analysis. The ordinal methodology is …

Towards understanding the analysis, models, and future directions of sports social networks

Z Bai, X Bai - Complexity, 2022 - Wiley Online Library
With the rapid growth of information technology and sports, a large amount of sports social
network data has emerged. Sports social network data contains rich entity information about …

Simple mechanism rules the dynamics of volleyball

A Chacoma, OV Billoni - Journal of Physics: Complexity, 2022 - iopscience.iop.org
In volleyball games, we define a rally as the succession of events observed since the ball is
served until one of the two teams on the court scores the point. In this process, athletes …

Temporal features of goals, substitutions, and fouls in football games in the five major European league from 2018 to 2021

R Sun, C Wang, Z Qin, C Han - Heliyon, 2024 - cell.com
Abstract The" Big Five" European football leagues, comprising England's Premier League,
Germany's Bundesliga, Spain's La Liga, Italy's Serie A, and France's Ligue 1, command …

Probabilistic model for Padel games dynamics

A Chacoma, OV Billoni - Chaos, Solitons & Fractals, 2023 - Elsevier
This study applies complexity sciences to analyze the game of Padel. Data from 18
professional matches were collected, and the probability distributions of the total number of …

Complexity emerges in measures of the marking dynamics in football games

A Chacoma, OV Billoni, MN Kuperman - Physical Review E, 2022 - APS
In this article, we study the dynamics of marking in football matches. To do this, we survey
and analyze a database containing the trajectories of players from both teams on the field of …

Emergent Complexity in the Decision-Making Process of Chess Players

A Chacoma, OV Billoni - arXiv preprint arXiv:2406.15463, 2024 - arxiv.org
In this article, we study the decision-making process of chess players by using a chess
engine to evaluate the moves across different pools of games. We quantify the decisiveness …