Points-of-Interest from Mapillary Street-level Imagery: A Dataset For Neighborhood Analytics. - Negin Zarbakhsh; Gavin McArdle (ICDEW, 2023)

Dwell Time Analytics for Understanding Place Similarity. - Negin Zarbakhsh; Gavin McArdle (ICGDA, 2024)

A Novel Framework for Spatiotemporal POI Analysis. - Negin Zarbakhsh; Gavin McArdle (W2GIS, 2024)

Mapillary Street Vegetation Scoring: End-to-End Process. - Negin Zarbakhsh; Srikanta Sannigrahi; Anh Vu Vo; Gavin McArdle (SAC, 2025)