Sports analytics—Evaluation of basketball players and team performance
V Sarlis, C Tjortjis - Information Systems, 2020 - Elsevier
Given the recent trend in Data Science (DS) and Sports Analytics, an opportunity has arisen
for utilizing Machine Learning (ML) and Data Mining (DM) techniques in sports. This paper …
for utilizing Machine Learning (ML) and Data Mining (DM) techniques in sports. This paper …
Frontiers of business intelligence and analytics 3.0: a taxonomy-based literature review and research agenda
Researching the field of business intelligence and analytics (BI & A) has a long tradition
within information systems research. Thereby, in each decade the rapid development of …
within information systems research. Thereby, in each decade the rapid development of …
End-to-end camera calibration for broadcast videos
The increasing number of vision-based tracking systems deployed in production have
necessitated fast, robust camera calibration. In the domain of sport, the majority of current …
necessitated fast, robust camera calibration. In the domain of sport, the majority of current …
Data-driven analysis for understanding team sports behaviors
K Fujii - Journal of Robotics and Mechatronics, 2021 - jstage.jst.go.jp
Understanding the principles of real-world biological multi-agent behaviors is a current
challenge in various scientific and engineering fields. The rules regarding the real-world …
challenge in various scientific and engineering fields. The rules regarding the real-world …
Obtracker: Visual analytics of off-ball movements in basketball
In a basketball play, players who are not in possession of the ball (ie, off-ball players) can
still effectively contribute to the team's offense, such as making a sudden move to create …
still effectively contribute to the team's offense, such as making a sudden move to create …
Effective and efficient sports play retrieval with deep representation learning
With the proliferation of commercial tracking systems, sports data is being generated at an
unprecedented speed and the interest in sports play retrieval has grown dramatically as …
unprecedented speed and the interest in sports play retrieval has grown dramatically as …
Tvcalib: Camera calibration for sports field registration in soccer
Sports field registration in broadcast videos is typically interpreted as the task of
homography estimation, which provides a mapping between a planar field and the …
homography estimation, which provides a mapping between a planar field and the …
Hoopinsight: Analyzing and comparing basketball shooting performance through visualization
Data visualization has the power to revolutionize sports. For example, the rise of shot maps
has changed basketball strategy by visually illustrating where “good/bad” shots are taken …
has changed basketball strategy by visually illustrating where “good/bad” shots are taken …
How Multiple Representations Using Cyber–Physical System to Teach Rectilinear Motion Improves Learning and Creativity
V Guentulle, R Muñoz, M Nussbaum, L Madariaga - Education Sciences, 2024 - mdpi.com
Learning physics can be seen by many as a problem, as the standard method of learning
tends to focus on remembering and using concepts that fail to construct meaning. To …
tends to focus on remembering and using concepts that fail to construct meaning. To …
Graph neural networks to predict sports outcomes
P Xenopoulos, C Silva - … Conference on Big Data (Big Data), 2021 - ieeexplore.ieee.org
Predicting outcomes in sports is important for teams, leagues, bettors, media, and fans.
Given the growing amount of player tracking data, sports analytics models are increasingly …
Given the growing amount of player tracking data, sports analytics models are increasingly …