Valuing Passes in Actions Leading to the Third Zone on the Pitch with Machine Learning Methods
| dc.contributor.author | Tylka, Mateusz | |
| dc.contributor.author | Wałęsa, Sebastian | |
| dc.contributor.author | Girejko, Kornelia | |
| dc.contributor.author | Kaczmarek, Jakub | |
| dc.contributor.author | Grzelak, Bartłomiej | |
| dc.contributor.author | Piłka, Tomasz | |
| dc.date.accessioned | 2023-09-25T11:52:34Z | |
| dc.date.available | 2023-09-25T11:52:34Z | |
| dc.date.issued | 2023 | |
| dc.description.abstract | In football, the ability to make accurate and effective passes to the third zone of the pitch is a key aspect of a team’s success. Evaluating these passes can provide valuable information about a team’s performance and help coaches and analysts make informed decisions about their tactics and strategies. In this article, we will explore the possibility of using artificial intelligence methods to score passes to the third zone on the field, in comparison to traditional metrics. | en_EN |
| dc.identifier.citation | Tylka M., Wałęsa S., Girejko K., Kaczmarek J., Grzelak B., Piłka T., Valuing Passes in Actions Leading to the Third Zone on the Pitch with Machine Learning Methods. W: Progress in Polish Artificial Intelligence Research 4, Wojciechowski A. (Ed.), Lipiński P. (Ed.)., Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, s. 507-513, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928.81. | |
| dc.identifier.doi | 10.34658/9788366741928.81 | |
| dc.identifier.isbn | 978-83-66741-92-8 | |
| dc.identifier.uri | http://hdl.handle.net/11652/4857 | |
| dc.identifier.uri | https://doi.org/10.34658/9788366741928.81 | |
| dc.language.iso | en | en_EN |
| dc.page.number | s. 507-513 | |
| dc.publisher | Wydawnictwo Politechniki Łódzkiej | pl_PL |
| dc.publisher | Lodz University of Technology Press | en_EN |
| dc.relation.ispartof | Wojciechowski A. (Ed.), Lipiński P. (Ed.)., Progress in Polish Artificial Intelligence Research 4, Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928. | |
| dc.rights | Dla wszystkich w zakresie dozwolonego użytku | pl_PL |
| dc.rights | Fair use condition | en_EN |
| dc.rights.license | Licencja PŁ | pl_PL |
| dc.rights.license | LUT License | en_EN |
| dc.subject | football analytics | en_EN |
| dc.subject | player performance | en_EN |
| dc.subject | pass values | en_EN |
| dc.subject | analityka piłkarska | pl_PL |
| dc.subject | wydajność gracza | pl_PL |
| dc.subject | występ gracza | pl_PL |
| dc.subject | wartość podań | pl_PL |
| dc.subject | skuteczność podań | pl_PL |
| dc.title | Valuing Passes in Actions Leading to the Third Zone on the Pitch with Machine Learning Methods | en_EN |
| dc.type | Rozdział - monografia | pl_PL |
| dc.type | Chapter - monograph | en_EN |