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A Repair Method for Missing Traffic Data Based on FCM, Optimized by the Twice Grid Optimization and Sparrow Search Algorithms

Complete traffic sensor data is a significant prerequisite for analyzing the changing rules of traffic flow and formulating traffic control strategies. Nevertheless, the missing traffic data are common in practice. In this study, an improved Fuzzy C-Means algorithm is proposed to repair missing traf...

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Detalles Bibliográficos
Autores principales: Li, Pengcheng, Dong, Baotian, Li, Sixian, Chu, Rusi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9185465/
https://www.ncbi.nlm.nih.gov/pubmed/35684924
http://dx.doi.org/10.3390/s22114304