Traffic flow outlier detection for smart mobility using Gaussian Process Regression assisted stochastic differential equations
Qixiu Cheng, Guiqi Dai, Bowei Ru, Zhiyuan Liu, Wei Ma, Hongzhe Liu, Ziyuan Gu
| Year of publication: |
2025
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|---|---|
| Authors: | Cheng, Qixiu ; Dai, Guiqi ; Ru, Bowei ; Liu, Zhiyuan ; Ma, Wei ; Liu, Hongzhe ; Gu, Ziyuan |
| Published in: |
Transportation research : an international journal. - Oxford : Pergamon, Elsevier Science, ISSN 1878-5794, ZDB-ID 2013782-5. - Vol. 193.2025, Art.-No. 103840, p. 1-15
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| Subject: | Gaussian process regression | Outlier detection | Stochastic differential equations | Streaming data | Stochastischer Prozess | Stochastic process | Analysis | Mathematical analysis | Schätztheorie | Estimation theory | Gauß-Prozess | Gaussian process |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.tre.2024.103840 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015443448