Papers

Publications in reversed chronological order.

2025

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    Event Data Based Action Valuation: Possibilities and Limitations
    Leo Martins De Sá Freire
    In Artificial Intelligence and Machine Learning in Sports Science - Daniel Memmert - Springer Berlin, Heidelberg, 2025

2024

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    GraphEPV: A Framework for Estimating the Expected Possession Value in Basketball Using Graph Neural Networks
    Bruno M. Sá-Freire, Gabriel Reis, João L. L. Gonçalves, Jake Schuster, and Hugo Rios-Neto
    In Workshop on Machine Learning and Data Mining for Sports Analytics at ECML/PKDD 2024, 2024

2023

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    Field Depth Matters: Comparing the Valuation of Passes in Football
    Leo Martins De Sá Freire, and Pedro O. S. Vaz-de-Melo
    In ECML/PKDD Workshop on Machine Learning and Data Mining for Sports Analytics (MLSA), 2023
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    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

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

2020

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    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