Javier Fernández
Javier Fernández
F.C. Barcelona, Universitat Politecnica de Catalunya
Verified email at fcbarcelona.cat
Title
Cited by
Cited by
Year
Effective injury forecasting in soccer with GPS training data and machine learning
A Rossi, L Pappalardo, P Cintia, FM Iaia, J Fernández, D Medina
PloS one 13 (7), e0201264, 2018
1022018
Wide Open Spaces: A statistical technique for measuring space creation in professional soccer
J Fernandez, L Bornn
Sloan sports analytics conference 2018, 2018
782018
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
742019
Soccer analytics: Unravelling the complexity of “the beautiful game”
L Bornn, D Cervone, J Fernandez
Significance 15 (3), 26-29, 2018
172018
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
142017
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
82020
SoccerMap: A Deep Learning Architecture for Visually-Interpretable Analysis in Soccer
J Fernández, L Bornn
arXiv preprint arXiv:2010.10202, 2020
72020
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
72016
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
62020
A framework for the fine-grained evaluation of the instantaneous expected value of soccer possessions
J Fernández, L Bornn, D Cervone
Machine Learning, 1-39, 2021
52021
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
42020
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
From training to match performance: an exploratory and predictive analysis on FC Barcelona GPS data
J Fernández
Universitat Politècnica de Catalunya, 2016
22016
Decision Support System Applications for Scheduling in Professional Team Sport. The Team's Perspective
X Schelling, J Fernández, P Ward, J Fernández, S Robertson
Frontiers in Sports and Active Living 3, 2021
2021
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Articles 1–15