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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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Principais autores: Asif Nawaz, Zhiqiu Huang, Senzhang Wang, Azeem Akbar, Hussain AlSalman, Abdu Gumaei
פורמט: Artigo
שפה:Inglês
יצא לאור: MDPI AG 2020-09-01
סדרה:Sensors
נושאים:
GPS trajectory
ConvLSTM
encoder-decoder
attention
trajectory completion
גישה מקוונת:https://www.mdpi.com/1424-8220/20/18/5143
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