Autonomous anomaly detection on traffic flow time series with reinforcement learning
Author:
Publisher
Elsevier BV
Subject
Management Science and Operations Research,Transportation,Automotive Engineering,Civil and Structural Engineering
Reference47 articles.
1. Distance-based detection and prediction of outliers;Angiulli;IEEE Trans. Knowl. Data Eng.,2005
2. Angiulli, F., Fassetti, F., 2007. Detecting distance-based outliers in streams of data. In: Proceedings of the Sixteenth ACM Conference on Conference on Information and Knowledge Management. pp. 811–820.
3. Using dynamic time warping to find patterns in time series;Berndt,1994
4. A review on outlier/anomaly detection in time series data;Blázquez-García,2020
5. A review on outlier/anomaly detection in time series data;Blázquez-García;ACM Comput. Surv.,2021
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