Artificial intelligence in sports, movement, and health:
Gespeichert in:
| Weitere Verfasser: | , , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham, Switzerland
Springer
[2024]
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Klappentext |
| Beschreibung: | x, 270 Seiten Illustrationen, Diagramme |
| ISBN: | 9783031672552 |
Internformat
MARC
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Datensatz im Suchindex
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Contents Part I 1 Digital Transformations: Artificial Intelligences Role in Sports Science Situating Sports Science in the Movement of Digitization. 3 Johannes Lenhard 2 Artificial Intelligence in Sport Scientific Creation and Writing Process. 15 Richard Latzel and Patrick Glauner 3 Advancing Endurance Sports with Artificial Intelligence: Application-Focused Perspectives . 31 Tessa Menges Part II Artificial Intelligence in Medical and Health Aspects of Sports 4 Sensors, Internet of Things and Artificial Intelligence for the Diagnosis and Prevention of Falls and Fall-Related Injuries in Older People—An Exercise-Related Perspective . 5 Artificial Intelligence for Sport Injury Prediction. 51 Wolfgang Kemmler Robin Owen. Julian A. Owen, and Seren L. Evans 6 Generative Artificial Intelligence in Anti-doping Analysis in Sports . 81 Maxx Richard Rahman and Wolfgang Maass Part HI 7 Human-Computer Interaction A Brief Review of Artificial Intelligence for Sport Informatics in the Scope of Human-Computer Interaction . Marco Speicher and Patrick Berndt 97 69
8 Transferring Lessons Learned from Uncertainty-Aware Visual Analytics in Clinical Data to Predictive Sporting Applications . Christina Gillmann Part IV Motion Capture and Feedback Systems 9 Machine Learning in Biomechanics: Enhancing Human Movement Analysis . Bernd J. Steuer and Thorsten Srein 10 Artificial Intelligence-Based Motion Capture: Current Technologies, Applications and Challenges. Melanie Baldiger, Kevin Lippmann, and Veit Senner Part V Practical Examples of Machine Learning and Predictive Analytics 11 Machine Learning in Tennis. Fernando Vives, Javier Lâ/aro, José Francisco Guzman. Miguel Crespo, and Rafael Martinez-Gallego 12 Using Convolutional Neural Network to Predict Sports . Arisoa S. Randrianasolo 13 Learning to Run Marathons: On the Applications of Machine Learning to Recreational Marathon Running . Barry Smyth, Ciara Feely, Jakim Berndsen. Brian Caulfield, and Aonghus Law.or 14 Data-Driven Methods for Soccer Analysis . •Sylvio Barbon Junior. Felipe Arruda Moura, and Ricardo da Silva Torres 15 Artificial Intelligence in Talent Identification and Development in Sport . Alexander B. T.
McAuley, Joe Baker. Kathryn Johnston, and Adam L. Kelly
Carlo Dindorf · Eva Bartaguiz - Freya Gassmann - Michael Frohlich Editors Artificial Intelligence in Sports, Movement, and Health This comprehensive work explores Artificial intelligence’s profound impact on revolutionizing how we approach sports, movement, and health. It presents a rich collection of insights, practical applications, and perspectives poised to transform these domains. Therefore, leading experts in the fields were brought together, ottering diverse perspectives and applications across various disciplines. Through the examination of real-world use cases and future possibilities, this book empowers readers with knowledge, enhancing the understanding of the transformative potential ot Al in sports, movement, and health. |
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| spelling | Artificial intelligence in sports, movement, and health Carlo Dindorf, Eva Bartaguiz, Freya Gassmann, Michael Fröhlich, editors Cham, Switzerland Springer [2024] x, 270 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Sport (DE-588)4056366-2 gnd rswk-swf Gesundheit (DE-588)4020754-7 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Künstliche Intelligenz (DE-588)4033447-8 s Sport (DE-588)4056366-2 s Gesundheit (DE-588)4020754-7 s DE-604 Dindorf, Carlo (DE-588)1247190412 edt Bartaguiz, Eva (DE-588)1298290619 edt Gassmann, Freya 1983- (DE-588)1072585456 edt Fröhlich, Michael 1971- (DE-588)124941265 edt Erscheint auch als Online-Ausgabe 978-3-031-67256-9 Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035232288&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035232288&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
| spellingShingle | Artificial intelligence in sports, movement, and health Künstliche Intelligenz (DE-588)4033447-8 gnd Sport (DE-588)4056366-2 gnd Gesundheit (DE-588)4020754-7 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4056366-2 (DE-588)4020754-7 (DE-588)4143413-4 |
| title | Artificial intelligence in sports, movement, and health |
| title_auth | Artificial intelligence in sports, movement, and health |
| title_exact_search | Artificial intelligence in sports, movement, and health |
| title_full | Artificial intelligence in sports, movement, and health Carlo Dindorf, Eva Bartaguiz, Freya Gassmann, Michael Fröhlich, editors |
| title_fullStr | Artificial intelligence in sports, movement, and health Carlo Dindorf, Eva Bartaguiz, Freya Gassmann, Michael Fröhlich, editors |
| title_full_unstemmed | Artificial intelligence in sports, movement, and health Carlo Dindorf, Eva Bartaguiz, Freya Gassmann, Michael Fröhlich, editors |
| title_short | Artificial intelligence in sports, movement, and health |
| title_sort | artificial intelligence in sports movement and health |
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| topic_facet | Künstliche Intelligenz Sport Gesundheit Aufsatzsammlung |
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