Machine Learning and Data Mining for Sports Analytics

11th International Workshop, MLSA 2024, Vilnius, Lithuania, September 9, 2024, Revised Selected Papers

AvUlf Brefeld,Jesse Davis

Häftad, Engelska, 2025

Del 2460 i serien Communications in Computer and Information Science

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Beskrivning

This book constitutes the refereed proceedings of the 11th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2024, held in Vilnius, Lithuania, on September 9, 2024. The 9 full papers presented in this volume were carefully reviewed and selected from 21 submissions. They are grouped into the following topics: Individual sports; Basketball; Soccer; Other team sports/e-Sports.

Produktinformation

Utgivningsdatum:2025-03-26
Mått:155 x 235 x 8 mm
Vikt:213 g
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Antal sidor:119
Förlag:Springer International Publishing AG
ISBN:9783031866913
Originaltitel:Machine Learning and Data Mining for Sports Analytics

Utforska kategorier

Databaser inom Data och IT
Artificiell intelligens inom Data och IT
Hårdvara inom Data och IT

Innehållsförteckning

.- Individual sports..- Characterizing Serves in Table Tennis..- Large Language Models on Race Commentary: Towards Granular Data in Cycling Analytics..- Basketball..- GraphEIV: A Framework for Estimating the Expected Immediate Value in Basketball Using Graph Neural Networks..- Mathematical models for "off-ball" scoring prediction in basketball..- Soccer..- An Analysis of the Influence of Game Context on Team Playing Style..- Augmented Intelligence for FIFA Predictions..- Transformer-based Framework for Versatile Analysis of Events Data in Soccer..- Other team sports/e-Sports..- Automated Detection of Shot Events in Game Phases Using GNSS Data from a Single Team..- Team Dynamics in DotA2 through Attention Mechanism.