Assessing driving risk through unsupervised detection of anomalies in telematics time series data
Ian Weng Chan, Andrei L. Badescu and X. Sheldon Lin
| Year of publication: |
2025
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|---|---|
| Authors: | Chan, Ian Weng ; Badescu, Andrei L. ; Lin, X. Sheldon |
| Published in: |
ASTIN bulletin : the journal of the International Actuarial Association. - Cambridge : Cambridge Univ. Press, ISSN 1783-1350, ZDB-ID 2148228-7. - Vol. 55.2025, 2, p. 205-241
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| Subject: | continuous-time hidden Markov model | multivariate time series | trip-level analysis | unsupervised anomaly detection | Vehicle telematics | Zeitreihenanalyse | Time series analysis | Theorie | Theory | Markov-Kette | Markov chain |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1017/asb.2025.14 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015450030