Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing

Automated characterization of spatial data is a kind of critical geographical intelligence. As an emerging technique for characterization, spatial Representation Learning (SRL) uses deep neural networks (DNNs) to learn non-linear embedded features of spatial data for characterization. However, SRL e...

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Bibliographic Details
Main Authors: Dongjie Wang, Kunpeng Liu, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-10-01
Series:Frontiers in Big Data
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fdata.2021.762899/full