Machine Learning Approaches to Dribble Hand-off Action Classification with SportVU NBA Player Coordinate Data

Machine Learning Approaches to Dribble Hand-off Action Classification with SportVU NBA Player Coordinate Data

Recently, strategies of National Basketball Association teams have evolved with the skillsets of players and the emergence of advanced analytics. One of the most effective actions in dynamic offensive strategies in basketball is the dribble hand-off (DHO). This thesis proposes an architecture for a...

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Bibliographic Details
Main Author: Stephanos, Dembe
Format: Others
Language:English
Published: Digital Commons @ East Tennessee State University 2021
Subjects:
Machine Learning
Classification
Deep Learning
Basketball Analytics
Feature Engineering
Hexbin Mapping
Artificial Intelligence and Robotics
Databases and Information Systems
Data Science
Software Engineering
Theory and Algorithms
Online Access:https://dc.etsu.edu/etd/3908
https://dc.etsu.edu/cgi/viewcontent.cgi?article=5415&context=etd

Internet

https://dc.etsu.edu/etd/3908
https://dc.etsu.edu/cgi/viewcontent.cgi?article=5415&context=etd

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