Anomaly detection for maritime navigation based on probability density function of error of reconstruction

Anomaly detection is a fundamental problem in data science and is one of the highly studied topics in machine learning. This problem has been addressed in different contexts and domains. This article investigates anomalous data within time series data in the maritime sector. Since there is no annota...

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Bibliographic Details
Main Authors: Sadeghi Zahra, Matwin Stan
Format: Article
Language:English
Published: De Gruyter 2023-11-01
Series:Journal of Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1515/jisys-2022-0270