Complex networks for community detection of basketball players
In this paper a weighted complex network is used to detect communities of basketball
players on the basis of their performances. A sparsification procedure to remove weak …
players on the basis of their performances. A sparsification procedure to remove weak …
Probability-based visual comfort assessment and optimization in national fitness halls under sports behavior uncertainty
Y Li, L Li, P Shen - Building and Environment, 2023 - Elsevier
Sports behavior uncertainty is a main cause of mismatch between simulated and actual
visual comfort in sports spaces, which has not been properly addressed in existing studies …
visual comfort in sports spaces, which has not been properly addressed in existing studies …
Towards understanding the analysis, models, and future directions of sports social networks
Z Bai, X Bai - Complexity, 2022 - Wiley Online Library
With the rapid growth of information technology and sports, a large amount of sports social
network data has emerged. Sports social network data contains rich entity information about …
network data has emerged. Sports social network data contains rich entity information about …
Spatial performance analysis in basketball with CART, random forest and extremely randomized trees
This paper proposes tools for spatial performance analysis in basketball. In detail, we aim at
representing maps of the court visualizing areas with different levels of scoring probability of …
representing maps of the court visualizing areas with different levels of scoring probability of …
Multi-agent statistically discriminative sub-trajectory mining and an application to NBA basketball
Improvements in tracking technology through optical and computer vision systems have
enabled a greater understanding of the movement-based behaviour of multiple agents …
enabled a greater understanding of the movement-based behaviour of multiple agents …
A Bayesian network to analyse basketball players' performances: a multivariate copula-based approach
P D'Urso, L De Giovanni, V Vitale - Annals of Operations Research, 2023 - Springer
Statistics in sports plays a key role in predicting winning strategies and providing objective
performance indicators. Despite the growing interest in recent years in using statistical …
performance indicators. Despite the growing interest in recent years in using statistical …
Optimizing the best play in basketball using deep learning
L Javadpour, J Blakeslee, M Khazaeli… - Journal of Sports …, 2022 - content.iospress.com
In a close game of basketball, victory or defeat can depend on a single shot. Being able to
identify the best player and play scenario for a given opponent's defense can increase the …
identify the best player and play scenario for a given opponent's defense can increase the …
[Retracted] Live Multiattribute Data Mining and Penalty Decision‐Making in Basketball Games Based on the Apriori Algorithm
J Zeng, B Jia - Applied Bionics and Biomechanics, 2022 - Wiley Online Library
The Apriori algorithm is used to conduct an in‐depth analysis and research on the
relationship between data mining and penalty decision of multiattribute data in the …
relationship between data mining and penalty decision of multiattribute data in the …
Scoring probability maps in the basketball court with Indicator Kriging estimation
ML Carlesso, A Cappozzo, M Manisera… - Computational …, 2024 - Springer
Measuring players' and teams' shooting performance in the basketball court can give
important information aimed to the definition of both game strategies and personalized …
important information aimed to the definition of both game strategies and personalized …
Integration of model-based recursive partitioning with bias reduction estimation: a case study assessing the impact of Oliver's four factors on the probability of winning …
M Migliorati, M Manisera, P Zuccolotto - AStA Advances in Statistical …, 2023 - Springer
In this contribution, we investigate the importance of Oliver's Four Factors, proposed in the
literature to identify a basketball team's strengths and weaknesses in terms of shooting …
literature to identify a basketball team's strengths and weaknesses in terms of shooting …