An Integrated Fuzzy C-Means Method for Missing Data Imputation Using Taxi GPS Data

An Integrated Fuzzy C-Means Method for Missing Data Imputation Using Taxi GPS Data

Various traffic-sensing technologies have been employed to facilitate traffic control. Due to certain factors, e.g., malfunctioning devices and artificial mistakes, missing values typically occur in the Intelligent Transportation System (ITS) sensing datasets, resulting in a decrease in the data qua...

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Bibliographic Details
Main Authors: Junsheng Huang, Baohua Mao, Yun Bai, Tong Zhang, Changjun Miao
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Sensors
Subjects:
Intelligent Transportation System
missing values imputation
fuzzy C-means
genetic algorithm
Online Access:https://www.mdpi.com/1424-8220/20/7/1992

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