Incorporating Context into BIM-Derived Data—Leveraging Graph Neural Networks for Building Element Classification

Incorporating Context into BIM-Derived Data—Leveraging Graph Neural Networks for Building Element Classification

The application of machine learning (ML) for the automatic classification of building elements is a powerful technique for ensuring information integrity in building information models (BIMs). Previous work has demonstrated the favorable performance of such models on classification tasks using geome...

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Bibliographic Details
Main Authors: Guy Austern, Tanya Bloch, Yael Abulafia
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Buildings
Subjects:
machine learning
graph neural networks
building information modeling
classification
semantic enrichment
graph classification
Online Access:https://www.mdpi.com/2075-5309/14/2/527

Internet

https://www.mdpi.com/2075-5309/14/2/527

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