Javier Fernández
Orcid: 0000-0002-6297-042XAffiliations:
- Polytechnic University of Catalonia, Barcelona, Spain (PhD 2022)
- Football Club Barcelona (FC Barcelona), Sports Science and Health Department, Ciudad Deportiva Joan Gamper, Spain
According to our database1,
Javier Fernández
authored at least 9 papers
between 2016 and 2022.
Collaborative distances:
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Bibliography
2022
A framework for the analytical and visual interpretation of complex spatiotemporal dynamics in soccer.
PhD thesis, 2022
Is it worth the effort? Understanding and contextualizing physical metrics in soccer.
CoRR, 2022
2021
A framework for the fine-grained evaluation of the instantaneous expected value of soccer possessions.
Mach. Learn., 2021
2020
SoccerMap: A Deep Learning Architecture for Visually-Interpretable Analysis in Soccer.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020
Always Look On The Bright Side Of The Field: Merging Pose And Contextual Data To Estimate Orientation Of Soccer Players.
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2017
Proceedings of the 4th Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017
2016
Does Training Affect Match Performance? A Study Using Data Mining And Tracking Devices.
Proceedings of the Workshop on Machine Learning and Data Mining for Sports Analytics 2016 co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2016
From Training to Match Performance: A Predictive and Explanatory Study on Novel Tracking Data.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016