A survey of deep learning in sports applications: Perception, comprehension, and decision

Z Zhao, W Chai, S Hao, W Hu, G Wang, S Cao… - arXiv preprint arXiv …, 2023 - arxiv.org
Deep learning has the potential to revolutionize sports performance, with applications
ranging from perception and comprehension to decision. This paper presents a …

Shuttleset: A human-annotated stroke-level singles dataset for badminton tactical analysis

WY Wang, YC Huang, TU Ik, WC Peng - Proceedings of the 29th ACM …, 2023 - dl.acm.org
With the recent progress in sports analytics, deep learning approaches have demonstrated
the effectiveness of mining insights into players' tactics for improving performance quality …

Professional Basketball Player Behavior Synthesis via Planning with Diffusion

X Chen, WY Wang, Z Hu, C Chou, L Hoang… - arXiv preprint arXiv …, 2023 - arxiv.org
Dynamically planning in multi-agent systems has been explored to improve decision-making
in various domains. Professional basketball serves as a compelling example of a dynamic …

Mathematical models for off-ball scoring prediction in basketball

R Kono, K Fujii - arXiv preprint arXiv:2406.08749, 2024 - arxiv.org
In professional basketball, the accurate prediction of scoring opportunities based on
strategic decision-making is crucial for space and player evaluations. However, traditional …

Interactive Garment Recommendation with User in the Loop

F Becattini, X Chen, A Puccia, H Wen, X Song… - arXiv preprint arXiv …, 2024 - arxiv.org
Recommending fashion items often leverages rich user profiles and makes targeted
suggestions based on past history and previous purchases. In this paper, we work under the …

BOLA BASKET SEBAGAI MEDIA PENDIDIKAN KARAKTER: MENGAJARKAN DISIPLIN, KERJASAMA, DAN SPORTIVITAS

O Candra, A Rahmadani… - Community …, 2024 - journal.universitaspahlawan.ac.id
Olahraga basket memiliki potensi besar sebagai media pendidikan karakter, khususnya
bagi generasi muda. Program pengabdian masyarakat ini bertujuan untuk mengajarkan …

Smart Sports Predictions via Hybrid Simulation: NBA Case Study

I Erazo - 2023 Winter Simulation Conference (WSC), 2023 - ieeexplore.ieee.org
Increased data availability has stimulated the interest in studying sports prediction problems
via analytical approaches; in particular, with machine learning and simulation. We …

Deep reinforcement learning for football player decision analysis

M Pulis - 2023 - um.edu.mt
Analysis of a football player's decision-making process often relies heavily on easily
interpretable statistics such as the goals scored, and the assists provided by the player …

[引用][C] SMART SPORTS PREDICTIONS VIA HYBRID SIMULATION: NBA CASE STUDY

CG Corlu, SR Hunter, H Lam, BS Onggo, J Shortle…