Papers

Publications in reversed chronological order.

2023

  1. field_depth.png
    Field Depth Matters: Comparing the Valuation of Passes in Football
    Leo Martins Sá Freire, and Pedro O. S. Vaz-de-Melo
    In ECML/PKDD Workshop on Machine Learning and Data Mining for Sports Analytics (MLSA), 2023
  2. ENIAC23.png
    Characterizing Soccer Strategies based on Moves’ Frequency, Importance and Effectiveness
    Gabriel Valadão, João L. L. Gonçalves, João L. L. Megale, Vinícius M. Paula, Hugo Rios-Neto, Adriano C. M. Pereira, and Wagner Meira Jr.
    In Encontro Nacional de Inteligência Artificial e Computacional, 2023

2022

  1. gabr.png
    Generalized Action-based Ball Recovery Model using 360º data
    Ricardo Furbino M. Nascimento, and Hugo Rios-Neto
    In StatsBomb Conference, 2022

2020

  1. obso.png
    A new look into Off-ball Scoring Opportunity: taking into account the continuous nature of the game
    Hugo Rios-Neto, Wagner Meira Jr., and Pedro O. S. Vaz-de-Melo
    In FC Barcelona Analytics in Sports Tomorrow Congress, 2020