GPS Trajectory Completion Using End-to-End Bidirectional Convolutional Recurrent Encoder-Decoder Architecture with Attention Mechanism

GPS datasets in the big data regime provide rich contextual information that enable efficient implementation of advanced features such as navigation, tracking, and security in urban computing systems. Understanding the hidden patterns in large amount of GPS data is critically important in ubiquitous...

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Main Authors: Asif Nawaz, Zhiqiu Huang, Senzhang Wang, Azeem Akbar, Hussain AlSalman, Abdu Gumaei
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2020-09-01
Colecção:Sensors
Assuntos:
GPS trajectory
ConvLSTM
encoder-decoder
attention
trajectory completion
Acesso em linha:https://www.mdpi.com/1424-8220/20/18/5143
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