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Evaluating the effectiveness of machine learning models for performance forecasting in basketball: a comparative study
Sports analytics (SA) incorporate machine learning (ML) techniques and models for
performance prediction. Researchers have previously evaluated ML models applied on a …
performance prediction. Researchers have previously evaluated ML models applied on a …
Integration of machine learning XGBoost and SHAP models for NBA game outcome prediction and quantitative analysis methodology
Y Ouyang, X Li, W Zhou, W Hong, W Zheng, F Qi… - Plos one, 2024 - journals.plos.org
This study investigated the application of artificial intelligence in real-time prediction of
professional basketball games, identifying the variations within performance indicators that …
professional basketball games, identifying the variations within performance indicators that …
Impact of spectators, league and team ability on home advantage in professional European basketball
E Alonso Pérez-Chao, R Portes… - … and Motor Skills, 2024 - journals.sagepub.com
Our aim in this study was to examine the impact of fans (vs. no fans), geographical location
of league, and team ability on home winning percentage (HW%) or home advantage (HA) in …
of league, and team ability on home winning percentage (HW%) or home advantage (HA) in …
Determining the key performance indicators on game outcomes in NBA based on quantile regression analysis
The purpose of this study was to (i) determine the effect of KPIs on game outcomes for NBA
teams; and (ii) compare the result difference between multiple linear regression (MLR) and …
teams; and (ii) compare the result difference between multiple linear regression (MLR) and …
[PDF][PDF] Assessment of Olympic performance in relation to economic, demographic, geographic, and social factors: quantile and Tobit approaches
The sports industryLs global gain is worth drawing attention to in the face of economics.
Scholars argued that a countryLs success in sports is directly related to its economic …
Scholars argued that a countryLs success in sports is directly related to its economic …
Prediction of offensive possession ends in elite basketball teams
K Matulaitis, T Bietkis - … journal of environmental research and public …, 2021 - mdpi.com
In basketball, the end of the ball possession has been described as one of the most
important determinants of successful offensive play by a team. The present study aimed to:(i) …
important determinants of successful offensive play by a team. The present study aimed to:(i) …
Game schedule, travel demands and contextual factors influence key game-related statistics among the top European male basketball teams
This study examined the effects of game schedule, travel demands and contextual factors on
team game-related statistics during a full season. The top 10 teams competing in the 2020 …
team game-related statistics during a full season. The top 10 teams competing in the 2020 …
Influence of game and quarter results on external peak demands during games in under-18 years, male basketball players
To quantify and compare the external peak demands (PD) encountered according to game
result (win vs. loss), quarter result (win vs. tie vs. loss), and quarter point difference …
result (win vs. loss), quarter result (win vs. tie vs. loss), and quarter point difference …
Ball screens in the men's 2019 Basketball World Cup
Background: The objective of this research was to analyse the effectiveness and search for
successful patterns in ball screens in the men's 2019 Basketball World Cup. Methods: The …
successful patterns in ball screens in the men's 2019 Basketball World Cup. Methods: The …
Examining the psychometric properties of the Coach-Athlete Relationship Questionnaire (CART-Q) with basketball players in China and Spain
J Wang, C Cordente-Martínez… - Frontiers in …, 2023 - frontiersin.org
The study examines the complex interactions between coaches and athletes in federative
basketball in two different cultural contexts: China and Spain. The paper examines the …
basketball in two different cultural contexts: China and Spain. The paper examines the …