An effective variational auto-encoder-based model for traffic flow imputation
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Software
Link
https://link.springer.com/content/pdf/10.1007/s00521-023-09127-2.pdf
Reference47 articles.
1. Zhang S, Chen X, Chen J, Jiang Q, Huang H (2020) Anomaly detection of periodic multivariate time series under high acquisition frequency scene in IoT. In: International conference on data mining workshops (ICDMW), Sorrento Italy, pp 543–552
2. Zhao N, Li Z, Li Y (2014) Improving the traffic data imputation accuracy using temporal and spatial information. In: International conference on intelligent computation technology and automation, Changsha China, pp 312–317
3. Al-Deek HM, Venkata C, Ravi Chandra S (1867) New algorithms for filtering and imputation of real-time and archived dual-loop detector data in I-4 data warehouse. Transp Res Rec J Transp Res Board 116–126:2004. https://doi.org/10.3141/1867-14
4. Qu L, Li L, Zhang Y, Hu J (2009) PPCA-based missing data imputation for traffic flow volume: a systematical approach. IEEE Trans Intell Transp Syst 10:512–522. https://doi.org/10.1109/tits.2009.2026312
5. Xu J, Li X, Shi H (2010) Short-term traffic flow forecasting model under missing data. J Comput Appl 30:1117–1120. https://doi.org/10.3724/sp.j.1087.2010.0117
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