TY  - GEN 
AU  - de-Miguel-Rodriguez, J.
AU  - Requena García de la Cruz, María Victoria
AU  - Romero Sánchez, Emilio
AU  - Morales Esteban, A.
AU  - Morales-Esteban
A4  - Ingeniería Mecánica y Diseño Industrial
PY  - 2025
SN  - 2590-1230
UR  - http://hdl.handle.net/10498/38670
AB  - This study introduces a novel, automated methodology for extracting urban building typologies from digital land cadastres using a Variational Autoencoder (VAE). Unlike traditional shape clustering approaches, that depend on predefined rules or manual...
LA  - eng
PB  - Elsevier B.V.
KW  - Building typology extraction
KW  - Machine learning (ML)
KW  - Seismic vulnerability analysis
KW  - Shape clustering
KW  - Urban cadastre
KW  - Variational autoencoder (VAE)
TI  - Automated building typology clustering and identification using a variational autoencoder on digital land cadastres
DO  - 10.1016/J.RINENG.2025.105232
ER  -