MARC details
| 000 -LEADER |
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| fixed length control field |
03884nam a22006135i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
200463609 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20250106142258.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
201209s2020 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9783030649128 |
| -- |
978-3-030-64912-8 |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.1007/978-3-030-64912-8 |
| Source of number or code |
doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
Q334-342 |
|
|---|
| Classification number |
TA347.A78 |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
UYQ |
| Source |
bicssc |
|
|---|
| Subject category code |
COM004000 |
| Source |
bisacsh |
|
|---|
| Subject category code |
UYQ |
| Source |
thema |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Machine Learning and Data Mining for Sports Analytics |
| Medium |
[electronic resource] : |
| Remainder of title |
7th International Workshop, MLSA 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings / |
| Statement of responsibility, etc. |
edited by Ulf Brefeld, Jesse Davis, Jan Van Haaren, Albrecht Zimmermann. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
1st ed. 2020. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Cham : |
| Name of producer, publisher, distributor, manufacturer |
Springer International Publishing : |
| -- |
Imprint: Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2020. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
X, 141 p. 6 illus. |
| Other physical details |
online resource. |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
computer |
| Media type code |
c |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Carrier type code |
cr |
| Source |
rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS |
|---|
| File type |
text file |
| Encoding format |
PDF |
| Source |
rda |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Communications in Computer and Information Science, |
| International Standard Serial Number |
1865-0937 ; |
| Volume/sequential designation |
1324 |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Routine Inspection: A playbook for corner kicks -- How data availability aects the ability to learngood xG models -- Low-cost optical tracking of soccer players -- An Autoencoder Based Approach to SimulateSports Games -- Physical performance optimization in football -- Predicting Player Trajectoriesin Shot Situations in Soccer -- Stats Aren't Everything: Learning Strengths andWeaknesses of Cricket Players -- Prediction of tiers in the rankingof ice hockey players -- A Machine Learning Approach for Road CyclingRace Performance Prediction -- Mining Marathon Training Data to GenerateUseful User Proles -- Learning from partially labeled sequences forbehavioral signal annotation. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
This book constitutes the refereed post-conference proceedings of the 7th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2020, colocated with ECML/PKDD 2020, in Ghent, Belgium, in September 2020. Due to the COVID-19 pandemic the conference was held online. The 11 papers presented were carefully reviewed and selected from 22 submissions. The papers present a variety of topics within the area of sports analytics, including tactical analysis, outcome predictions, data acquisition, performance optimization, and player evaluation. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial intelligence. |
|
|---|
| Topical term or geographic name entry element |
Computer engineering. |
| 9 (RLIN) |
2665 |
|
|---|
| Topical term or geographic name entry element |
Computer networks . |
| 9 (RLIN) |
968 |
|
|---|
| Topical term or geographic name entry element |
Education |
| General subdivision |
Data processing. |
| 9 (RLIN) |
85469 |
|
|---|
| Topical term or geographic name entry element |
Social sciences |
| General subdivision |
Data processing. |
|
|---|
| Topical term or geographic name entry element |
Artificial Intelligence. |
|
|---|
| Topical term or geographic name entry element |
Computer Engineering and Networks. |
|
|---|
| Topical term or geographic name entry element |
Computers and Education. |
|
|---|
| Topical term or geographic name entry element |
Computer Application in Social and Behavioral Sciences. |
|
|---|
| Topical term or geographic name entry element |
Computer Communication Networks. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Brefeld, Ulf. |
| Relator term |
editor. |
| Relator code |
edt |
| -- |
http://id.loc.gov/vocabulary/relators/edt |
|
|---|
| Personal name |
Davis, Jesse. |
| Relator term |
editor. |
| Authority record control number or standard number |
(orcid)0000-0002-3748-9263 |
| -- |
https://orcid.org/0000-0002-3748-9263 |
| Relator code |
edt |
| -- |
http://id.loc.gov/vocabulary/relators/edt |
|
|---|
| Personal name |
Van Haaren, Jan. |
| Relator term |
editor. |
| Relator code |
edt |
| -- |
http://id.loc.gov/vocabulary/relators/edt |
|
|---|
| Personal name |
Zimmermann, Albrecht. |
| Relator term |
editor. |
| Relator code |
edt |
| -- |
http://id.loc.gov/vocabulary/relators/edt |
| 710 2# - ADDED ENTRY--CORPORATE NAME |
|---|
| Corporate name or jurisdiction name as entry element |
SpringerLink (Online service) |
| 9 (RLIN) |
59873 |
| 773 0# - HOST ITEM ENTRY |
|---|
| Title |
Springer Nature eBook |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Printed edition: |
| International Standard Book Number |
9783030649111 |
|
|---|
| Relationship information |
Printed edition: |
| International Standard Book Number |
9783030649135 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Communications in Computer and Information Science, |
| International Standard Serial Number |
1865-0937 ; |
| Volume/sequential designation |
1324 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://doi.org/10.1007/978-3-030-64912-8">https://doi.org/10.1007/978-3-030-64912-8</a> |
| 912 ## - |
|---|
| -- |
ZDB-2-SCS |
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|---|
| -- |
ZDB-2-SXCS |
