Towards Robust Representations of Spatial Networks Using Graph Neural Networks

The effectiveness of a machine learning model is impacted by the data representation used. Consequently, it is crucial to investigate robust representations for efficient machine learning methods. In this paper, we explore the link between data representations and model performance for inference tas...

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Bibliographic Details
Main Authors: Chidubem Iddianozie, Gavin McArdle
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/11/15/6918