Spatial objects classification using machine learning and spatial walk algorithm

This article presents a novel method for classifying spatial objects by learning node representations via a spatial walk algorithm. The findings show that considering both the attributes of objects and their topological relationships enables more efficient and precise spatial objects’ classification...

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Bibliographic Details
Main Author: Kaczmarek Iwona
Format: Article
Language:English
Published: De Gruyter 2023-09-01
Series:Open Geosciences
Subjects:
Online Access:https://doi.org/10.1515/geo-2022-0542