2022

A Deep Learning Approach for Fatigue Prediction in Sports Using GPS Data and Rate of Perceived Exertion

Jeongbin Kim, Hyunsung Kim, Jonghyun Lee, Jaechan Lee, Jinsung Yoon, and Sang-Ki Ko

IEEE Access, vol. 10, pp. 103056-103064, 2022. 

Cost-Efficient and Bias-Robust Sports Player Tracking by Integrating GPS and Video

Hyunsung Kim, Chang Jo Kim, Minchul Jeong, Jaechan Lee, Jinsung Yoon, and Sang-Ki Ko

MLSA 2022 - ECML PKDD Workshop on Machine Learning and Data Mining for Sports Analytics 

SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracking Data

Hyunsung Kim, Bit Kim, Dongwook Chung, Jinsung Yoon, and Sang-Ki Ko

KDD 2022 - ACM SIGKDD Conference on Knowledge Discovery and Data Mining