Browsing by Subject "GNN"

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Exploring architectural floor plan appropriateness in context of Bangladesh leveraging graph neural networks in spatial context

Noor, Tanjim; Islam, Mahir Tasin; Islam, Tiham Shafi; Hosain, Mahid Atif; Anam, Md. Irtiza (Brac University, 2024-09)

This paper investigates the use of Graph Neural Networks (GNNs) for classifying architectural floor plans and establishing the applicability of international floor plans with respect to Bangladeshi architectural standards. ...