Machine Learning and Data Mining for Sports Analytics
...
anglais | 07-04-2019 | 192 pages
9783030172732
Livre de poche
67,40€
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Couverture / Jaquette
This book constitutes the refereed post-conference proceedings of the 5th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2018, colocated with ECML/PKDD 2018, in Dublin, Ireland, in September 2018.
The 12 full papers presented together with 4 challenge papers were carefully reviewed and selected from 24 submissions. The papers present a variety of topics, covering the team sports American football, basketball, ice hockey, and soccer, as well as the individual sports cycling and martial arts. In addition, four challenge papers are included, reporting on how to predict pass receivers in soccer.
Détails
| Code EAN : | 9783030172732 |
| Editeur : | Springer International Publishing-Springer Nature Switzerland-Springer International Publishing |
| Date de publication : | 07-04-2019 |
| Format : | Livre de poche |
| Langue(s) : | anglais |
| Hauteur : | 235 mm |
| Largeur : | 155 mm |
| Epaisseur : | 11 mm |
| Poids : | 300 gr |
| Stock : | Impression à la demande (POD) |
| Nombre de pages : | 192 |
| Mots clés : | Artificial Intelligence; Data Mining; Learning Algorithms; Machine Learning; Neural Networks; Regression analysis; Support Vector Machines (SVM); classification accuracy; classification algorithm; pattern recognition; reinforcement learning; tree structures |