111 citations · 631 across the 38 of their papers we have counts for
40 papers
Ranking football teams via the higher-order decomposition of performance networks
A. Chacoma, J. I. Perotti, O. V. Billoni
We propose a unified methodological framework to quantify team performance in elite football by combining event-level performance metrics, higher-order network representations, and…
Data-Driven Crowd Dynamics using Kinetic Theory and Ensemble-based Data Assimilation
Santiago Rosa, Manuel Pulido, Orlando Billoni +2
Understanding pedestrian dynamics is critical for mitigating crowd-related risks and improving public safety. In this work, we propose a data-driven mesoscopic modeling framework t…
Emergent Complexity in the Decision-Making Process of Chess Players
A. Chacoma, O. V. Billoni
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 quantified the decisiveness…
Probabilistic model for Padel games dynamics
A. Chacoma, O. V. Billoni
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 shot…
Complexity emerges in measures of the marking dynamics in football games
A. Chacoma, M. N. Kuperman, O. V. Billoni
In this article, we study the dynamics of marking in football matches. To do this, we surveyed and analyzed a database containing the trajectories of players from both teams on the…
Simple mechanism rules the dynamics of volleyball
A. Chacoma, O. V. Billoni
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, athl…