Hyunsung Kim

According to our database, Hyunsung Kim authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

DBHP: Trajectory Imputation in Multi-Agent Sports Using Derivative-Based Hybrid Prediction.

Hanjun Choi, Hyunsung Kim, Minho Lee, Changjo Kim, Jinsung Yoon, Sang-Ki Ko

CoRR, 2024

Contextual Sprint Classification in Soccer Based on Deep Learning.

Hyunsung Kim, Gun-Hee Joe, Jinsung Yoon, Sang-Ki Ko

CoRR, 2024

2023

Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM.

Hyunsung Kim, Han-Jun Choi, Changjo Kim, Jinsung Yoon, Sang-Ki Ko

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

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, Sang-Ki Ko

IEEE Access, 2022

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

Hyunsung Kim, Changjo Kim, Minchul Jeong, Jaechan Lee, Jinsung Yoon, Sang-Ki Ko

Proceedings of the Machine Learning and Data Mining for Sports Analytics, 2022

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

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

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

6MapNet: Representing Soccer Players from Tracking Data by a Triplet Network.

Hyunsung Kim, Jihun Kim, Dongwook Chung, Jonghyun Lee, Jinsung Yoon, Sang-Ki Ko

Proceedings of the Machine Learning and Data Mining for Sports Analytics, 2021