Performance prediction and evaluation in female handball players using machine learning models

M Oytun, C Tinazci, B Sekeroglu, C Acikada… - IEEE …, 2020 - ieeexplore.ieee.org
Machine learning models are implemented to perform tasks that human beings have
difficulty completing. The analysis and prediction of players' performance of specific athletic …

Designing a prediction model for athlete's sports performance using neural network

H Zhao, W Li, L Gan, S Wang - Soft Computing, 2023 - Springer
Accurately predicting the performance in various sports is crucial in comprehending training
characteristics and enhancing physical education and training processes. The increasing …

The impact of selecting a validation method in machine learning on predicting basketball game outcomes

T Horvat, L Havaš, D Srpak - Symmetry, 2020 - mdpi.com
Interest in sports predictions as well as the public availability of large amounts of structured
and unstructured data are increasing every day. As sporting events are not completely …

NBA game result prediction using feature analysis and machine learning

F Thabtah, L Zhang, N Abdelhamid - Annals of Data Science, 2019 - Springer
In the recent years, sports outcome prediction has gained popularity, as demonstrated by
massive financial transactions in sports betting. One of the world's popular sports that lures …

Predictive value of coaches' early technical and tactical notational analyses on long-term success of female handball players

J Schorer, I Faber, T Koopmann, D Büsch… - Journal of sports …, 2020 - Taylor & Francis
Despite the importance of technique and tactics for athlete performance, there has been
surprisingly little research on the value of these skills in talent identification and …

Application of neural and regression models in sports results prediction

A Maszczyk, A Gołaś, P Pietraszewski… - Procedia-Social and …, 2014 - Elsevier
The investigation was aimed at comparing regression and neural models with respect to
their accuracy of predicting sports results. The present study involved a group of 116 javelin …

The use of machine learning in sport outcome prediction: A review

T Horvat, J Job - Wiley Interdisciplinary Reviews: Data Mining …, 2020 - Wiley Online Library
The increase in the volume of structured and unstructured data related to more than just
sport events leads to the development and increased use of techniques that extract …

Sports athletes' performance prediction model based on machine learning algorithm

P Zhu, F Sun - … Conference on Applications and Techniques in Cyber …, 2020 - Springer
In order to accurately predict the athletes' performance, combined with the specific changes
of athletes' performance, a performance prediction model based on machine learning …

[PDF][PDF] Sports result prediction based on machine learning and computational intelligence approaches: A survey

M Keshtkar Langaroudi… - Journal of Advances in …, 2019 - journals.srbiau.ac.ir
In the current world, sports produce considerable stafisfical informafion about each player,
team, games, and seasons. Tradifional sports science believed science to be owned by …

Naive bayes-correlation based feature weighting technique for sports match result prediction

M Sharma, Monika, N Kumar, P Kumar - Evolutionary Intelligence, 2022 - Springer
There has been a rapid growth in the domains of artificial intelligence, data mining and
machine learning during the last few years. Machine learning techniques have been …