Search Results for author: Daniel Medina

Found 3 papers, 1 papers with code

Leveraging Graph and Deep Learning Uncertainties to Detect Anomalous Trajectories

no code implementations4 Jul 2021 Sandeep Kumar Singh, Jaya Shradha Fowdur, Jakob Gawlikowski, Daniel Medina

Our experimental results suggest that the graphical representation of traffic patterns improves the ability of the DL models, such as evidential and Monte Carlo dropout, to learn the temporal-spatial correlation of data and associated uncertainties.

Effective injury forecasting in soccer with GPS training data and machine learning

no code implementations23 May 2017 Alessio Rossi, Luca Pappalardo, Paolo Cintia, Marcello Iaia, Javier Fernandez, Daniel Medina

Injuries have a great impact on professional soccer, due to their large influence on team performance and the considerable costs of rehabilitation for players.

BIG-bench Machine Learning

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