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Lattice-Based Anomaly Detection in Sports by Frontiers is a document available to read on EtoBox.

What is Lattice-Based Anomaly Detection in Sports about?

This document summarizes a research paper about developing a method for adapting an existing machine learning model when the underlying domain changes in an anomalous way. Specifically, it focuses on adapting a hidden Markov model (HMM) for annotating tennis matches when the type of match changes from singles to doubles. The method uses a lattice representation of the tennis court to model ball movements between different areas of the court. It aims to detect when the definition of the "play area" changes b

Author
Frontiers
Language
EN