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Anomaliedetektion in räumlich-zeitlichen Datensätzen / Mathias Anneken.
- Format:
- Book
- Author/Creator:
- Anneken, Mathias, author.
- Series:
- Karlsruher schriften zur anthropomatik ; 1863-6489. band 61
- Karlsruher schriften zur anthropomatik, 1863-6489 ; band 61
- Language:
- German
- Subjects (All):
- Spatial analysis (Statistics).
- Physical Description:
- 1 online resource (xiii, 230 pages)
- Place of Publication:
- Karlsruhe : KIT Scientific Publishing, 2023.
- Summary:
- Human support in surveillance tasks is crucial due to the overwhelming amount of sensor data. This work focuses on the development of data fusion methods using the maritime domain as an example. Various anomalies are investigated, evaluated using real vessel traffic data and tested with experts. For this purpose, situations of interest and anomalies are modelled and evaluated based on different machine learning methods.
- Notes:
- Includes bibliographical references.
- Open access. This is an Open Access book distributed under the terms of the Creative Commons Attribution 4.0 (CC BY) license, which permits unrestricted use, distribution and reproduction in any medium, provided the original work is properly cited. Copyright is retained by the author(s).
- Description based on publisher supplied metadata and other sources.
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