Description

Book Synopsis

Fractal Analysis of Ball Movement Maps for Team Performance Evaluation in Association Football.- YOCO-Sport: An end-to-end framework for deep learning-based camera calibration from sports broadcast footage.- One-shot Team Recognition and 3D Pose Estimation of Cyclists for Augmented Reality Visualization.- How Do Football Teams Play? A Deep Embedded Clustering Approach to Reveal Playing Styles.- Construction of Sports and Exercise Knowledge Graph.- Personalised Running Coaching with Next-Generation Wearable Technology.- Does Wellness Predict Performance? Player-Specific Insights from Daily Monitoring in College Men’s Soccer.- Locating Tennis Ball Impact on the Racket in Real Time Using an Event Camera.- An Analysis of Differences in Golf Performance between Age Groups for the Development of an XR Metaverse Platform and Content for Inclusive Digital Leisure.- Scalable Tactical Tennis Insights: Hybridizing Automated Reports and LLM-Powered Analytics.- Analyzing Basketball Lineups with MDP Using NBA Statistics and Player Tracking Data.- AI and Data Science in Sports Education.- Examining the Impact of Traffic on Shot Attempts in Ice Hockey.- Predicting Penalty Kick Direction Using Multi-Modal Deep Learning
with Pose-Guided Attention.- A Bayesian Dual-Skill Framework for Roster-Based Cycling Race Outcome Prediction.- Horse ReIDing: Addressing Re-Identification in Horse Racing Scenarios.- Barbell Trajectory Tracking for Performance Analysis During Snatch Movement in Weightlifting.- A Data-driven Imputation Scheme for Cohort Studies: A Collegiate Basketball Case Study.- TANS: A Chess-Inspired Notation System for Strategy Analysis of Tennis Games.- Agentic Generative AI for Media Content Discovery at the National Football League.- Probabilistic Action Modeling for Tactical Training in Handball.

Sports Analytics

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    A Paperback by Jin-song Dong

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      Book details

      Publisher Springer
      Published 10/24/2025
      ISBN-13 9783032061669
      978-3032061669
      ISBN-10 3032061660
      Also in:
      Human–computer interaction

      Description

      Book Synopsis

      Fractal Analysis of Ball Movement Maps for Team Performance Evaluation in Association Football.- YOCO-Sport: An end-to-end framework for deep learning-based camera calibration from sports broadcast footage.- One-shot Team Recognition and 3D Pose Estimation of Cyclists for Augmented Reality Visualization.- How Do Football Teams Play? A Deep Embedded Clustering Approach to Reveal Playing Styles.- Construction of Sports and Exercise Knowledge Graph.- Personalised Running Coaching with Next-Generation Wearable Technology.- Does Wellness Predict Performance? Player-Specific Insights from Daily Monitoring in College Men’s Soccer.- Locating Tennis Ball Impact on the Racket in Real Time Using an Event Camera.- An Analysis of Differences in Golf Performance between Age Groups for the Development of an XR Metaverse Platform and Content for Inclusive Digital Leisure.- Scalable Tactical Tennis Insights: Hybridizing Automated Reports and LLM-Powered Analytics.- Analyzing Basketball Lineups with MDP Using NBA Statistics and Player Tracking Data.- AI and Data Science in Sports Education.- Examining the Impact of Traffic on Shot Attempts in Ice Hockey.- Predicting Penalty Kick Direction Using Multi-Modal Deep Learning
      with Pose-Guided Attention.- A Bayesian Dual-Skill Framework for Roster-Based Cycling Race Outcome Prediction.- Horse ReIDing: Addressing Re-Identification in Horse Racing Scenarios.- Barbell Trajectory Tracking for Performance Analysis During Snatch Movement in Weightlifting.- A Data-driven Imputation Scheme for Cohort Studies: A Collegiate Basketball Case Study.- TANS: A Chess-Inspired Notation System for Strategy Analysis of Tennis Games.- Agentic Generative AI for Media Content Discovery at the National Football League.- Probabilistic Action Modeling for Tactical Training in Handball.

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