Sports analytics — Evaluation of basketball players and team performance

Given the recent trend in Data Science (DS) and Sports Analytics, an opportunity has arisen for utilizing Machine Learning (ML) and Data Mining (DM) techniques in sports. This paper reviews background and advanced basketball metrics used in National Basketball Association (NBA) and Euroleague games....

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Bibliographic Details
Published in:Information systems (Oxford) 2020-11, Vol.93, p.101562, Article 101562
Main Authors: Sarlis, Vangelis, Tjortjis, Christos
Format: Article
Language:English
Subjects:
Athletes
Basketball
Business intelligence
Composition
Data analysis
Data mining
Decision analysis
Decision makers
Decision making
Enumeration
Forecasting
Game theory
Games
Group performance
Information retrieval
Information systems
Machine learning
Mathematical analysis
Order parameters
Performance indicators
Professional basketball
Sports
Sports analytics
Sports Data Mining (DM)
Statistics
Team sports
Teams
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