A Missing Traffic Data Imputation Method Based on a Diffusion Convolutional Neural Network–Generative Adversarial Network

A Missing Traffic Data Imputation Method Based on a Diffusion Convolutional Neural Network–Generative Adversarial Network

Traffic state data are key to the proper operation of intelligent transportation systems (ITS). However, traffic detectors often receive environmental factors that cause missing values in the collected traffic state data. Therefore, aiming at the above problem, a method for imputing missing traffic...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Chenchen Zhang, Lei Zhou, Xuemei Xiao, Dongwei Xu
التنسيق: مقال
اللغة:English
منشور في: MDPI AG 2023-12-01
سلاسل:Sensors
الموضوعات:
graph embedding
deepwalk
generative adversarial network
diffusion convolutional neural networks
data imputation
الوصول للمادة أونلاين:https://www.mdpi.com/1424-8220/23/23/9601

الانترنت

https://www.mdpi.com/1424-8220/23/23/9601

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