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Javier Fernández
Javier Fernández
Zelus Analytics, former FC Barcelona, Politechnic University of Catalonia
Dirección de correo verificada de zelusanalytics.com
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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 Fernández, D Medina
PloS one 13 (7), e0201264, 2018
2832018
Wide Open Spaces: A statistical technique for measuring space creation in professional soccer
J Fernandez, L Bornn
Sloan sports analytics conference 2018, 2018
1902018
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
1682019
A framework for the fine-grained evaluation of the instantaneous expected value of soccer possessions
J Fernández, L Bornn, D Cervone
Machine Learning 110 (6), 1389-1427, 2021
652021
Soccer analytics: Unravelling the complexity of “the beautiful game”
L Bornn, D Cervone, J Fernandez
Significance 15 (3), 26-29, 2018
442018
Using player's body-orientation to model pass feasibility in soccer
A Arbues-Sanguesa, A Martín, J Fernández, C Ballester, G Haro
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
412020
Soccermap: A deep learning architecture for visually-interpretable analysis in soccer
J Fernández, L Bornn
Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021
402021
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, F Barcelona
Proceedings of the 14th MIT Sloan Sports Analytics Conference, 2020
222020
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
222017
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, 678489, 2021
182021
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
132016
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
82020
Is it worth the effort? Understanding and contextualizing physical metrics in soccer
S Llana, B Burriel, P Madrero, J Fernández
arXiv preprint arXiv:2204.02313, 2022
42022
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
42016
Image processing to detect worms
J Fernández
Uppsala University, 2010
42010
From training to match performance: an exploratory and predictive analysis on FC Barcelona GPS data
J Fernández
Universitat Politécnica de Catalunya, 2016
32016
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Artículos 1–16