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Documents authored by Lames, Martin

Document
DOI: 10.4230/DagRep.11.9.45
Machine Learning in Sports (Dagstuhl Seminar 21411)

Authors: Ulf Brefeld, Jesse Davis, Martin Lames, and James J. Little

Published in: Dagstuhl Reports, Volume 11, Issue 9 (2022)

Abstract
Data about sports have long been the subject of research and analysis by sports scientists. The increasing size and availability of these data have also attracted the attention of researchers in machine learning, computer vision and artificial intelligence. However, these communities rarely interact. This seminar aimed to bring together researchers from these areas to spur an interdisciplinary approach to these problems. The seminar was organized around five different themes that were introduced with tutorial and overview style talks about the key concepts to facilitate knowledge exchange among researchers with different backgrounds and approaches to data-based sports research. These were augmented by more in-depth presentations on specific problems or techniques. There was a panel discussion by practitioners on the difficulties and lessons learned about putting analytics into practice. Finally, we came up with a number of conclusions and next steps.
Cite as

Ulf Brefeld, Jesse Davis, Martin Lames, and James J. Little. Machine Learning in Sports (Dagstuhl Seminar 21411). In Dagstuhl Reports, Volume 11, Issue 9, pp. 45-63, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2022)

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@Article{brefeld_et_al:DagRep.11.9.45,
  author =	{Brefeld, Ulf and Davis, Jesse and Lames, Martin and Little, James J.},
  title =	{{Machine Learning in Sports (Dagstuhl Seminar 21411)}},
  pages =	{45--63},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2022},
  volume =	{11},
  number =	{9},
  editor =	{Brefeld, Ulf and Davis, Jesse and Lames, Martin and Little, James J.},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/DagRep.11.9.45},
  URN =		{urn:nbn:de:0030-drops-159178},
  doi =		{10.4230/DagRep.11.9.45},
  annote =	{Keywords: machine learning, artificial intelligence, sports science, computer vision, explanations, visualization, tactics, health, biomechanics}
}
Document
DOI: 10.4230/DagRep.1.7.1
Computer Science in Sport - Special emphasis: Football (Dagstuhl Seminar 11271)

Authors: Martin Lames, Tim McGarry, Bernhard Nebel, and Karen Roemer

Published in: Dagstuhl Reports, Volume 1, Issue 7 (2011)

Abstract
This report documents the program and the outcomes of Dagstuhl Seminar 11271 ``Computer Science in Sport - Special emphasis: Football''. There were five sessions over the course of three days focusing on separate specific aspects on the relevance, applications and current issues pertaining to computer science in sport. The first session on the first day was about RoboCup -- the history, types of games and robots used, and the current topics relevant to machine learning, tracking and planning. The second session on the first day was a miscellaneous session, which looked at broad topics ranging from hardware devices for mobile coaching, uses of positional data in football, rehabilitation methodologies and games for learning. The second day started with a session on modelling sports as dynamical systems combined with the use of neural networks in performance analysis as well as theoretical issues in human movement science. In the afternoon of the second day the session was on topics in computer science specifically relevant to coaches, in which six different people presented. The final day of the conference hosted a session on computer science ``behind the scenes'' of major sports broadcasters and other media. The sessions were attended by academics, graduate students, coaches, performance analysts and athletes.
Cite as

Martin Lames, Tim McGarry, Bernhard Nebel, and Karen Roemer. Computer Science in Sport - Special emphasis: Football (Dagstuhl Seminar 11271). In Dagstuhl Reports, Volume 1, Issue 7, pp. 1-22, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2011)

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@Article{lames_et_al:DagRep.1.7.1,
  author =	{Lames, Martin and McGarry, Tim and Nebel, Bernhard and Roemer, Karen},
  title =	{{Computer Science in Sport - Special emphasis: Football (Dagstuhl Seminar 11271)}},
  pages =	{1--22},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2011},
  volume =	{1},
  number =	{7},
  editor =	{Lames, Martin and McGarry, Tim and Nebel, Bernhard and Roemer, Karen},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/DagRep.1.7.1},
  URN =		{urn:nbn:de:0030-drops-32769},
  doi =		{10.4230/DagRep.1.7.1},
  annote =	{Keywords: Sport, Neural networks, Dynamical systems, Robotics, Coaching}
}
Document
DOI: 10.4230/DagSemProc.08372.1
08372 Abstracts Collection – Computer Science in Sport - Mission and Methods

Authors: Arnold Baca, Martin Lames, Keith Lyons, Bernhard Nebel, and Josef Wiemeyer

Published in: Dagstuhl Seminar Proceedings, Volume 8372, Computer Science in Sport - Mission and Methods (2008)

Abstract
From 07.09. to 10.09., the Dagstuhl Seminar 08372 ``Computer Science in Sport - Mission and Methods'' was held in Schloss Dagstuhl - Leibniz Center for Informatics. During the seminar, several participants presented their current research, and ongoing work and open problems were discussed. Abstracts of the presentations given during the seminar as well as abstracts of seminar results and ideas are put together in this paper. The first section describes the seminar topics and goals in general. Links to extended abstracts or full papers are provided, if available.
Cite as

Arnold Baca, Martin Lames, Keith Lyons, Bernhard Nebel, and Josef Wiemeyer. 08372 Abstracts Collection – Computer Science in Sport - Mission and Methods. In Computer Science in Sport - Mission and Methods. Dagstuhl Seminar Proceedings, Volume 8372, pp. 1-11, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2008)

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@InProceedings{baca_et_al:DagSemProc.08372.1,
  author =	{Baca, Arnold and Lames, Martin and Lyons, Keith and Nebel, Bernhard and Wiemeyer, Josef},
  title =	{{08372 Abstracts Collection – Computer Science in Sport - Mission and Methods}},
  booktitle =	{Computer Science in Sport - Mission and Methods},
  pages =	{1--11},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2008},
  volume =	{8372},
  editor =	{Arnold Baca and Martin Lames and Keith Lyons and Bernhard Nebel and Josef Wiemeyer},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.08372.1},
  URN =		{urn:nbn:de:0030-drops-16904},
  doi =		{10.4230/DagSemProc.08372.1},
  annote =	{Keywords: Computer science, modeling, robotics, sport technology, doping}
}
Document
DOI: 10.4230/DagSemProc.08372.2
08372 Executive Summary – Computer Science in Sport - Mission and Methods

Authors: Josef Wiemeyer, Arnold Baca, Martin Lames, Keith Lyons, and Bernhard Nebel

Published in: Dagstuhl Seminar Proceedings, Volume 8372, Computer Science in Sport - Mission and Methods (2008)

Abstract
From September 7 to 10, 2008 about 30 experts from computer science and sport science (see Appendix B) met at the Leibniz-Zentrum für Informatik in Dagstuhl to discuss interdisciplinary issues in the area of computer science in sport. Five topics were selected for discussion (see Appendix A): doping, modeling and simulation, pervasive computing, robotics and sport technology. A total of 17 presentations dealt with selected projects and issues in the above-mentioned fields.
Cite as

Josef Wiemeyer, Arnold Baca, Martin Lames, Keith Lyons, and Bernhard Nebel. 08372 Executive Summary – Computer Science in Sport - Mission and Methods. In Computer Science in Sport - Mission and Methods. Dagstuhl Seminar Proceedings, Volume 8372, pp. 1-6, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2008)

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@InProceedings{wiemeyer_et_al:DagSemProc.08372.2,
  author =	{Wiemeyer, Josef and Baca, Arnold and Lames, Martin and Lyons, Keith and Nebel, Bernhard},
  title =	{{08372 Executive Summary – Computer Science in Sport - Mission and Methods}},
  booktitle =	{Computer Science in Sport - Mission and Methods},
  pages =	{1--6},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2008},
  volume =	{8372},
  editor =	{Arnold Baca and Martin Lames and Keith Lyons and Bernhard Nebel and Josef Wiemeyer},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.08372.2},
  URN =		{urn:nbn:de:0030-drops-16820},
  doi =		{10.4230/DagSemProc.08372.2},
  annote =	{Keywords: Computer science, modeling, robotics, sport technology, doping}
}
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