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Traffic Speed Data Imputation Method Based on Tensor Completion

Traffic speed data plays a key role in Intelligent Transportation Systems (ITS); however, missing traffic data would affect the performance of ITS as well as Advanced Traveler Information Systems (ATIS). In this paper, we handle this issue by a novel tensor-based imputation approach. Specifically, t...

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Detalles Bibliográficos
Autores principales: Ran, Bin, Tan, Huachun, Feng, Jianshuai, Liu, Ying, Wang, Wuhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4381990/
https://www.ncbi.nlm.nih.gov/pubmed/25866501
http://dx.doi.org/10.1155/2015/364089