Sensor analytics in basketball

R Metulini, M Manisera, P Zuccolotto - arXiv preprint arXiv:1707.01430, 2017 - arxiv.org
A new approach in team sports analysis consists in studying positioning and movements of
players during the game in relation to team performance. State of the art tracking systems …

Sports analytics—Evaluation of basketball players and team performance

V Sarlis, C Tjortjis - Information Systems, 2020 - Elsevier
… To conclude, this work could also be combined in the future with data driven sensors
methodologies in each athlete and SportVU camera data that were introduced in recent years [78]. …

Identifying basketball plays from sensor data; towards a low-cost automatic extraction of advanced statistics

AA Sangüesa, TB Moeslund… - … Conference on Data …, 2017 - ieeexplore.ieee.org
… is to enrich sensors’ data with basketball knowledge by … For the presented test, NBN23
positioning sensors are used … players’ data, different basketball-meaningful features are extracted …

ANN-enhanced IoT wristband for recognition of player identity and shot types based on basketball shooting motion analysis

C Lian, R Ma, X Wang, Y Zhao, H Peng… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
… Nguyen placed five acceleration sensors on the basketball … to identify eight kinds of basketball
movements (eg, running, … sensor data fusion, attitude estimation, and motion analytics. …

Filtering procedures for sensor data in basketball

R Metulini - Statistica & Applicazioni, 2017 - torrossa.com
… , are becoming aware of the potential of Data Analytics in order to better manage their team.
… of players or the ball, also called sensor data, which is captured through Global Positioning …

thoops: A multi-aspect analytical framework for spatio-temporal basketball data

E Papalexakis, K Pelechrinis - Proceedings of the 27th ACM International …, 2018 - dl.acm.org
… have appeared in the sports analytics literature. However, these … ’s basketball operations
as well as in the sports analytics … as a framework for analyzing basketball data, it should be …

Application of artificial intelligence in basketball sport

B Li, X Xu - Journal of Education, Health and Sport, 2021 - apcz.umk.pl
… by wearable sensors and cameras will significantly improve the level of sports analytics [18]. …
-axis acceleration sensor and machine learning to evaluate basketball players' performance …

Wearable sensors for real-time kinematics analysis in sports: A review

M Rana, V Mittal - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
… wearable sensors and products for sports analytics have … for Basketball ShotTracker for
Basketball [107] is a sensor system which is used to track players performance during basketball

Basketball analytics using spatial tracking data

M Manisera, R Metulini, P Zuccolotto - … : SIS 2017, Florence, Italy, June 28 …, 2019 - Springer
… Space-time analysis of movements in basketball using sensor data. In: Statistics and Data
Science: New Challenges, New Generations SIS2017 Proceeding. Firenze Uiversity Press. …

Analysis and classification of basketball shooting form using wearable sensor systems

N Kuhlman, CH Min - 2021 IEEE 11th Annual Computing and …, 2021 - ieeexplore.ieee.org
… movement while playing basketball [4… basketball players to perform the different types of
shots, so that the good form and bad form can be closer to what is considered ideal in basketball