A game-predicting expert system using big data and machine learning

W Gu, K Foster, J Shang, L Wei - Expert Systems with Applications, 2019 - Elsevier
Abstract The National Hockey League (NHL) is a major North American sports organization
that earns $3.3 billion in annual revenue, and its stakeholders—team management …

[HTML][HTML] A machine learning framework for sport result prediction

RP Bunker, F Thabtah - Applied computing and informatics, 2019 - Elsevier
Abstract Machine learning (ML) is one of the intelligent methodologies that have shown
promising results in the domains of classification and prediction. One of the expanding areas …

Expert system for ice hockey game prediction: Data mining with human judgment

W Gu, TL Saaty, R Whitaker - International Journal of Information …, 2016 - World Scientific
This paper describes an expert system to predict National Hockey League (NHL) game
outcome. A new method based on both data and judgments is used to estimate the hockey …

Machine learning approach to predicting a basketball game outcome

RP Alonso, MB Babac - International journal of data science, 2022 - inderscienceonline.com
The outcome of a basketball match depends on many factors, such as the morale of a team
or a player, skills, coaching strategy, and many others. Thus, it is a challenging task to …

Artificial intelligence for team sports: a survey

R Beal, TJ Norman, SD Ramchurn - The Knowledge Engineering …, 2019 - cambridge.org
The sports domain presents a number of significant computational challenges for artificial
intelligence (AI) and machine learning (ML). In this paper, we explore the techniques that …

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 …

Machine Learning Methods for Predicting League of Legends Game Outcome

JA Hitar-García, L Morán-Fernández… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The video game League of Legends has several professional leagues and tournaments that
offer prizes reaching several million dollars, making it one of the most followed games in the …

[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 …

[PDF][PDF] Predicting Win-Loss outcomes in MLB regular season games–A comparative study using data mining methods

CS Valero - International Journal of Computer Science in Sport, 2016 - sciendo.com
Baseball is a statistically filled sport, and predicting the winner of a particular Major League
Baseball (MLB) game is an interesting and challenging task. Up to now, there is no definitive …

An improved prediction system for football a match result

CP Igiri, EO Nwachukwu - 2014 - ir.mtu.edu.ng
Predictive systems have been employed to predict events and results in virtually all walks of
life. Football results prediction in particular has gained popularity in recent years. Statistical …