2023
DOI: 10.1007/s10489-023-05150-x
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Intelligent team formation and player selection: a data-driven approach for football coaches

Mahdi Nouraie,
Changiz Eslahchi,
Arnold Baca

Abstract: This article presents a data-driven approach called Intelligent Team Formation and Player Selection (ITFPS), aimed at assisting football coaches in making informed decisions about team formation and player selection. The proposed approach utilizes deep neural networks to evaluate the suitability of each player for different positions on the field. The problem is then formulated as finding the maximum weighted matching in a complete bipartite graph, with the objective of achieving the best possible alignment be… Show more

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Cited by 3 publications
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