Missing Traffic Speed Data Imputation Using Road Segment Characteristics for Long-Term Traffic Speed Prediction

Traffic speed estimation has become one of the challenging difficulties, especially for metropolitan cities in the last decade. On the other hand, sensor failures are still an important problem for data-intensive tasks such as traffic-oriented problems in smart cities. Thus, the absence of traffic s...

Full description

Bibliographic Details

Published in:	2023 IEEE 24th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) pp. 457 - 463
Main Authors:	Kara, Mustafa M., Turkmen, H. Irem, Guvensan, M. Amac
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01-06-2023
Subjects:	Estimation intelligent transportation long-term traffic speed prediction missing data imputation Prediction algorithms Predictive models Roads Smart cities traffic characteristic similarity Transportation Wireless communication
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!