111 citations · 631 across the 38 of their papers we have counts for
14 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…
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…
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…
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…
Modeling ball possession dynamics in the game of football
A. Chacoma, N. Almeira, J. I. Perotti +1
In this paper, we study interaction dynamics in the game of football-soccer in the context of ball possession intervals. To do so, we analyze a database comprising one season of th…
A model for phonetic changes driven by social interactions
A. Chacoma, N. Almeira, J. I. Perotti +1
We propose a stochastic model to study phonetic changes as an evolutionary process driven by social interactions between two groups of individuals with different phonological syste…
Scaling of percolation transitions on Erdös-Rényi networks under centrality-based attacks
Nahuel Almeira, Orlando Vito Billoni, Juan Ignacio Perotti
The study of network robustness focuses on the way the overall functionality of a network is affected as some of its constituent parts fail. Failures can occur at random or be part…
On the emergence of Zipf's law in music
Juan Ignacio Perotti, Orlando Vito Billoni
Zipf's law is found when the vocabulary of long written texts is ranked according to the frequency of word occurrences, establishing a power-law decay for the frequency vs rank rel…
A short-ranged memory model with preferential growth
Ana L. Schaigorodsky, Juan I. Perotti, Nahuel Almeira +1
In this work we introduce a variant of the Yule-Simon model for preferential growth by incorporating a finite kernel to model the effects of bounded memory. We characterize the pro…
Structure constrained by metadata in networks of chess players
Nahuel Almeira, Ana Laura Schaigorodsky, Juan Ignacio Perotti +1
Chess is an emblematic sport that stands out because of its age, popularity and complexity. It has served to study human behavior from the perspective of a wide number of disciplin…
A study of memory effects in a chess database
Ana L. Schaigorodsky, Juan I. Perotti, Orlando V. Billoni
A series of recent works studying a database of chronologically sorted chess games --containing 1.4 million games played by humans between 1998 and 2007-- have shown that the popul…
Innovation and Nested Preferential Growth in Chess Playing Behavior
Juan I. Perotti, Hang-Hyun Jo, Ana L. Schaigorodsky +1
Complexity develops via the incorporation of innovative properties. Chess is one of the most complex strategy games, where expert contenders exercise decision making by imitating o…