| 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 | 66 | 2018 |
| Wide open spaces: A statistical technique for measuring space creation in professional soccer J Fernandez, L Bornn Sloan Sports Analytics Conference 2018, 2018 | 54 | 2018 |
| Decomposing the Immeasurable Sport: A deep learning expected possession value framework for soccer J Fernández, L Bornn, D Cervone 13 th Annual MIT Sloan Sports Analytics Conference, 2019 | 49 | 2019 |
| 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 | 14 | 2017 |
| Soccer analytics: Unravelling the complexity of “the beautiful game” L Bornn, D Cervone, J Fernandez Significance 15 (3), 26-29, 2018 | 9 | 2018 |
| 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 | 5 | 2016 |
| 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 | 3 | 2016 |
| Image processing to detect worms J Fernández Uppsala University, 2010 | 3 | 2010 |
| 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 | 2 | 2020 |
| From training to match performance: an exploratory and predictive analysis on FC Barcelona GPS data J Fernández Universitat Politècnica de Catalunya, 2016 | 1 | 2016 |
| 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 | | 2020 |
| SoccerMap: A Deep Learning Architecture for Visually-Interpretable Analysis in Soccer J Fernández, L Bornn arXiv preprint arXiv:2010.10202, 2020 | | 2020 |
| 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, ... arXiv preprint arXiv:2003.00943, 2020 | | 2020 |
| 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 | | 2020 |
Marta AriasAssociate Professor, Universitat Politècnica de CatalunyaEmail verificata su lsi.upc.edu
