Machine learning and data mining for sports analytics :
General Material Designation
[Book]
Other Title Information
5th International Workshop, MLSA 2018, Co-located with ECML/PKDD 2018, Dublin, Ireland, September 10, 2018, Proceedings /
First Statement of Responsibility
Ulf Brefeld, Jesse Davis, Jan Van Haaren, Albrecht Zimmermann (eds.).
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Cham, Switzerland :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
2019.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (x, 179 pages) :
Other Physical Details
illustrations (some color)
SERIES
Series Title
Lecture notes in artificial intelligence
Series Title
Lecture notes in computer science ;
Series Title
LNCS sublibrary. SL 7, Artificial intelligence
Volume Designation
11330
GENERAL NOTES
Text of Note
Includes author index.
SUMMARY OR ABSTRACT
Text of Note
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.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer Nature
Stock Number
com.springer.onix.9783030172749
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9783030172732
International Standard Book Number
9783030172756
PARALLEL TITLE PROPER
Parallel Title
MLSA 2018
TOPICAL NAME USED AS SUBJECT
Data mining, Congresses.
Machine learning, Congresses.
Sports-- Data processing, Congresses.
Data mining.
Machine learning.
Sports-- Data processing.
(SUBJECT CATEGORY (Provisional
COM004000
UYQ
UYQ
DEWEY DECIMAL CLASSIFICATION
Number
006
.
3/1
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
Q325
.
5
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Brefeld, Ulf
Davis, Jesse, (Professor of Informatics)
Van Haaren, Jan
Zimmermann, Albrecht
CORPORATE BODY NAME - PRIMARY RESPONSIBILITY
International Workshop on Machine Learning and Data Mining for Sports Analytics(5th :2018 :, Dublin, Ireland)