Missing Traffic Data Imputation with a Linear Generative Model Based on Probabilistic Principal Component Analysis

Even with the ubiquitous sensing data in intelligent transportation systems, such as the mobile sensing of vehicle trajectories, traffic estimation is still faced with the data missing problem due to the detector faults or limited number of probe vehicles as mobile sensors. Such data missing issue p...

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Detalles Bibliográficos
Autores principales: Huang, Liping, Li, Zhenghuan, Luo, Ruikang, Su, Rong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9824200/
https://www.ncbi.nlm.nih.gov/pubmed/36616802
http://dx.doi.org/10.3390/s23010204

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9824200/
https://www.ncbi.nlm.nih.gov/pubmed/36616802
http://dx.doi.org/10.3390/s23010204

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