20 years of ordinal patterns: Perspectives and challenges

I Leyva, JH Martínez, C Masoller, OA Rosso… - Europhysics …, 2022 - iopscience.iop.org
In 2002, in a seminal article, Bandt and Pompe proposed a new methodology for the
analysis of complex time series, now known as Ordinal Analysis. The ordinal methodology is …

Using complex networks and multiple artificial intelligence algorithms for table tennis match action recognition and technical-tactical analysis

H Song, Y Li, C Fu, F Xue, Q Zhao, X Zheng… - Chaos, Solitons & …, 2024 - Elsevier
This study developed two action recognition models using the YOLOv8-Alphapose two-
stream spatial temporal graph convolutional networks (2s-STGCN), and the networks were …

CMPN: Modeling and analysis of soccer teams using Complex Multiplex Passing Network

A Beheshtian-Ardakani, M Salehi, R Sharma - Chaos, Solitons & Fractals, 2023 - Elsevier
Nowadays, coaches exploit data analysis in soccer (football) matches to plan their strategies
against opponents. Network science, a subdomain of data analytics, is widely used to …

Characterizing player's playing styles based on player vectors for each playing position in the Chinese Football Super League

Y Li, S Zong, Y Shen, Z Pu, MÁ Gómez… - Journal of Sports …, 2022 - Taylor & Francis
Characterizing playing style is important for football clubs on scouting, monitoring and match
preparation. Previous studies considered a player's style as a combination of technical …

The selection advantages associated with advanced biological maturation vary according to playing position in national-level youth soccer

L Sweeney, S Cummin, Á MacNamara, D Horan - Biology of sport, 2022 - termedia.pl
This study investigated the extent to which biological maturation selection biases existed
according to playing position in national-level youth soccer. A total of 159 players from the …

A novel method for prediction of EuroLeague game results using hybrid feature extraction and machine learning techniques

S Ballı, E Özdemir - Chaos, Solitons & Fractals, 2021 - Elsevier
Basketball competitions are among the most watched sports activities in the world. With the
developing technology, statistics of the games and players of basketball can be stored more …

Application of Big data in football in Indonesia: Systematic Review

G Ramadan, G Samin - JUARA: Jurnal Olahraga, 2022 - jurnal.upmk.ac.id
The purpose of this study is to review articles that are carried out systematically and
qualitatively synthesized on the application of football sports technology. The research …

Optimization of tourism information analysis system based on big data algorithm

J Yang, B Zheng, Z Chen - Complexity, 2020 - Wiley Online Library
On the basis of ecological footprint theory and tourism ecological footprint theory, the
sustainable development indexes such as ecological footprint, ecological carrying capacity …

[PDF][PDF] Nonlinear dynamics and networks in sports

JM Buldú, MÁ Gómez, JL Herrera, JH Martínez - 2021 - digital.csic.es
Evolution, self-organization, synchronization, entropy, or chaos are traditionally related to
statistical physics and applied mathematics. Although their early developments came up …

A Dockerized big data architecture for sports analytics

YM Özgüven, U Gönener, S Eken - 2021 - researchsquare.com
The revolution of big data has also affected the area of sports analytics. Many big companies
have started to see the benefits of combining sports analytics and big data to make a profit …