output
20072026
most citedEffective injury forecasting in soccer with GPS training data and machine learning

352 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing cs.LGShow all

2 papers · 1 filter

cs.LG2020★ 5 cited

A framework for the fine-grained evaluation of the instantaneous expected value of soccer possessions

Javier Fernandez, Luke Bornn, Daniel Cervone

The expected possession value (EPV) of a soccer possession represents the likelihood of a team scoring or receiving the next goal at any time instance. By decomposing the EPV into…

cs.LG2020★ 38 cited

SoccerMap: A Deep Learning Architecture for Visually-Interpretable Analysis in Soccer

Javier Fernández, Luke Bornn

We present a fully convolutional neural network architecture that is capable of estimating full probability surfaces of potential passes in soccer, derived from high-frequency spat…