tegdet: An extensible Python library for anomaly detection using time evolving graphs

This paper presents tegdet, a new Python library for anomaly detection in unsupervised approaches. The input of the library is a univariate time series, representing observations of a given phenomenon. Then, tegdet identifies anomalous epochs, i.e., time intervals where the observations differ in a...

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Bibliographic Details
Main Authors: Simona Bernardi, Raúl Javierre, José Merseguer
Format: Article
Language:English
Published: Elsevier 2023-05-01
Series:SoftwareX
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711023000596