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. ...
Handwriting-based emotion recognition using GNN

Mumtahana, Rumaysa (BRAC University, 2024-12)

Emotion detection is essential to know human behavior, but handwriting,a quite unique personal form of expression, remains underexplored in this context. This paper introduces a singular approach using Graph Neural ...