Isabelle Tingzon

12 papers A* 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI-Derived Structural Building Intelligence for Urban Resilience: An Application in Saint Vincent and the Grenadines.
CoRR
Isabelle Tingzon, Yoji Toriumi, Caroline Gevaert
2025 A* conf
Large-Scale School Mapping Using Weakly Supervised Deep Learning for Universal School Connectivity.
AAAI
Isabelle Tingzon, Utku Can Ozturk, Iván Dotú
2024 J jnl
Large-scale School Mapping using Weakly Supervised Deep Learning for Universal School Connectivity.
CoRR
Isabelle Tingzon, Utku Can Ozturk, Iván Dotú
2024 J jnl
Predicting Internet Connectivity in Schools: A Feasibility Study Leveraging Multi-modal Data and Location Encoders in Low-Resource Settings.
CoRR
Kelsey Doerksen, Casper Fibaek, Rochelle Schneider, Do-Hyung Kim, Isabelle Tingzon
2023 J jnl
Fusing VHR Post-disaster Aerial Imagery and LiDAR Data for Roof Classification in the Caribbean using CNNs.
CoRR
Isabelle Tingzon, Nuala Margaret Cowan, Pierre Chrzanowski
2023 — conf
Fusing VHR Post-disaster Aerial Imagery and LiDAR Data for Roof Classification in the Caribbean.
ICCV (Workshops)
Isabelle Tingzon, Nuala Margaret Cowan, Pierre Chrzanowski
2023 J jnl
Mapping Housing Stock Characteristics from Drone Images for Climate Resilience in the Caribbean.
CoRR
Isabelle Tingzon, Nuala Margaret Cowan, Pierre Chrzanowski
2023 — conf
Towards Impactful Applications of AI4EO in the Global South.
JURSE
Isabelle Tingzon, James Matthew Miraflor, Xiao Xiang Zhu, Mrinalini Kochupillai
2021 J jnl
Mapping Access to Water and Sanitation in Colombia using Publicly Accessible Satellite Imagery, Crowd-sourced Geospatial Information and RandomForests.
CoRR
Niccolo Dejito, Ren Avell Flores, Rodolfo De Guzman, Isabelle Tingzon, Liliana Carvajal, Alberto Aroca, Carlos Delgado
2020 J jnl
Interpretable Poverty Mapping using Social Media Data, Satellite Images, and Geospatial Information.
CoRR
Chiara Ledesma, Oshean Lee Garonita, Lorenzo Jaime Flores, Isabelle Tingzon, Danielle Dalisay
2020 J jnl
Mapping New Informal Settlements using Machine Learning and Time Series Satellite Images: An Application in the Venezuelan Migration Crisis.
CoRR
Isabelle Tingzon, Niccolo Dejito, Ren Avell Flores, Rodolfo De Guzman, Liliana Carvajal, Katerine Zapata Erazo, Ivan Enrique Contreras Cala, Jeffrey Villaveces, Daniela Rubio, Rayid Ghani
2020 J jnl
Mapping socioeconomic indicators using social media advertising data.
EPJ Data Sci.
Masoomali Fatehkia, Isabelle Tingzon, Ardie Orden, Stephanie Sy, Vedran Sekara, Manuel García-Herranz, Ingmar Weber