Javier Fernández
Javier Fernández
F.C. Barcelona, Universitat Politecnica de Catalunya
Adresse e-mail validée de fcbarcelona.cat
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Effective injury forecasting in soccer with GPS training data and machine learning
A Rossi, L Pappalardo, P Cintia, FM Iaia, J Fernàndez, D Medina
PloS one 13 (7), e0201264, 2018
842018
Wide Open Spaces: A statistical technique for measuring space creation in professional soccer
J Fernandez, L Bornn
Sloan Sports Analytics Conference 2018, 2018
622018
Decomposing the Immeasurable Sport: A deep learning expected possession value framework for soccer
J Fernández, L Bornn, D Cervone
13th MIT Sloan Sports Analytics Conference, 2019
582019
Effective injury prediction in professional soccer with GPS data and machine learning
A Rossi, L Pappalardo, P Cintia, F Iaia, J Fernández, D Medina
stat 1050, 23, 2017
132017
Soccer analytics: Unravelling the complexity of “the beautiful game”
L Bornn, D Cervone, J Fernandez
Significance 15 (3), 26-29, 2018
112018
From Training to Match Performance: A Predictive and Explanatory Study on Novel Tracking Data
J Fernández, D Medina, A Gómez, M Arias, R Gavaldà
2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW) 1 …, 2016
62016
The right place at the right time: Advanced off-ball metrics for exploiting an opponent’s spatial weaknesses in soccer
S Llana, P Madrero, J Fernández, FC Barcelona
Proceedings of the 14th MIT Sloan Sports Analytics Conference, 2020
42020
Using Player's Body-Orientation to Model Pass Feasibility in Soccer
A Arbues-Sanguesa, A Martin, J Fernández, C Ballester, G Haro
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
32020
Does training affect match performance? A study using data mining and tracking devices
J Fernández, D Medina Leal, A Gómez, M Arias Vicente, ...
Machine Learning and Data Mining for Sports Analytics: ECML/PKDD 2016 …, 2016
32016
Image processing to detect worms
J Fernández
Uppsala University, 2010
32010
SoccerMap: A Deep Learning Architecture for Visually-Interpretable Analysis in Soccer
J Fernández, L Bornn
arXiv preprint arXiv:2010.10202, 2020
22020
From training to match performance: an exploratory and predictive analysis on FC Barcelona GPS data
J Fernández
Universitat Politècnica de Catalunya, 2016
22016
A framework for the fine-grained evaluation of the instantaneous expected value of soccer possessions
J Fernandez, L Bornn, D Cervone
arXiv preprint arXiv:2011.09426, 2020
12020
Always Look on the Bright Side of the Field: Merging Pose and Contextual Data to Estimate Orientation of Soccer Players
A Arbués-Sangüesa, A Martín, J Fernández, C Rodríguez, G Haro, ...
2020 IEEE International Conference on Image Processing (ICIP), 1506-1510, 2020
12020
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