Machine Learning and Data Mining for Sports Analytics

12th International Workshop, MLSA 2025, Porto, Portugal, September 15, 2025, Revised Selected Papers

AvHugo Rios-Neto,Pieter Robberechts

Häftad, Engelska, 2026

Del i serien Communications in Computer and Information Science

677 kr

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Beskrivning

This book constitutes the refereed proceedings of the 12th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2025, held in Porto, Portugal, on September 15, 2025. The 11 full papers presented in this volume were carefully reviewed and selected from 24 submissions. They are grouped into the following topics: Individual sports; Soccer; Other team sports.

Produktinformation

Utgivningsdatum:2026-01-28
Mått:155 x 235 x 11 mm
Vikt:300 g
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Antal sidor:180
Förlag:Springer Nature Switzerland AG
ISBN:9783032151643

Utforska kategorier

Hårdvara inom Data och IT
Databaser inom Data och IT
Sportböcker inom Sport, fritid och hobby

Innehållsförteckning

.- Individual Sports.- Analysis of Service Returns in Table Tennis..- Racing Beyond the Gate: Predicting Speedway Results with Expected Points (xP)..- Soccer.- Contextual Evaluation of Individual Contributions from Pressing Situations in Football..- Beyond Outcome Bias: Incorporating Action Completion Probability and Risk-Return into Soccer Evaluation Models..- Next-Event Prediction in Soccer: Assessing the Impact of Team and Player Information..- A unified spatio-temporal graph model to predict multi-agent movement..- Through the Gaps: Uncovering Tactical Line-Breaking Passes with Clustering..- Pitch-wide space evaluation for soccer transitions..- What Makes a Dribble Successful? Insights From 3D Pose Tracking Data..- Other Team Sports.- Multidimensional heterogeneity learning for field goal attempt analysis of NBA players..- Evaluating Movement Initiation Timing in Ultimate Frisbee via Temporal Counterfactuals.

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