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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Bibliographic Details

Published in:	Sensors (Basel, Switzerland) Vol. 20; no. 18; p. 5143
Main Authors:	Nawaz, Asif, Huang, Zhiqiu, Wang, Senzhang, Akbar, Azeem, AlSalman, Hussain, Gumaei, Abdu
Format:	Journal Article
Language:	English
Published:	Switzerland MDPI 09.09.2020 MDPI AG
Subjects:	attention ConvLSTM encoder-decoder GPS trajectory trajectory completion attention trajectory completion GPS trajectory ConvLSTM encoder-decoder
ISSN:	1424-8220, 1424-8220
Online Access:	Get full text
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