9 citations · 9 across the 2 of their papers we have counts for
8 papers · 1 filter
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…
Identification and Optimization of High-Performance Passing Networks in Football
Andres Chacoma
This study explores the relationship between the performance of a football team and the topological parameters of temporal passing networks. To achieve this, we propose a method to…
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…
Stochastic model for football's collective dynamics
A. Chacoma, N. Almeira, J. I. Perotti +1
In this paper, we study collective interaction dynamics emerging in the game of football-soccer. To do so, we surveyed a database containing body-sensors traces measured during thr…
Phase transition induced by traffic lights on a single lane road
A. Chacoma, M. N. Kuperman, G. Abramson
In this work we study the effect of a traffic light system on the flow of a single lane road by proposing a traffic model based on a cellular automaton that also includes behaviora…