Machine learning and data mining for sports analytics :
[Book]
5th International Workshop, MLSA 2018, Co-located with ECML/PKDD 2018, Dublin, Ireland, September 10, 2018, Proceedings /
Ulf Brefeld, Jesse Davis, Jan Van Haaren, Albrecht Zimmermann (eds.).
Cham, Switzerland :
Springer,
2019.
1 online resource (x, 179 pages) :
illustrations (some color)
Lecture notes in artificial intelligence
Lecture notes in computer science ;
LNCS sublibrary. SL 7, Artificial intelligence
11330
Includes author index.
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.
Springer Nature
com.springer.onix.9783030172749
9783030172732
9783030172756
MLSA 2018
Data mining, Congresses.
Machine learning, Congresses.
Sports-- Data processing, Congresses.
Data mining.
Machine learning.
Sports-- Data processing.
COM004000
UYQ
UYQ
006
.
3/1
23
Q325
.
5
Brefeld, Ulf
Davis, Jesse, (Professor of Informatics)
Van Haaren, Jan
Zimmermann, Albrecht
International Workshop on Machine Learning and Data Mining for Sports Analytics(5th :2018 :, Dublin, Ireland)