Mapping New Informal Settlements using Machine Learning and Time Series Satellite Images: An Application in the Venezuelan Migration Crisis. - 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 (CoRR, 2020)

Interpretable Poverty Mapping using Social Media Data, Satellite Images, and Geospatial Information. - Chiara Ledesma; Oshean Lee Garonita; Lorenzo Jaime Flores; Isabelle Tingzon; Danielle Dalisay (CoRR, 2020)

Mapping socioeconomic indicators using social media advertising data. - Masoomali Fatehkia; Isabelle Tingzon; Ardie Orden; Stephanie Sy; Vedran Sekara; Manuel García-Herranz; Ingmar Weber (EPJ Data Sci., 2020)

Mapping Access to Water and Sanitation in Colombia using Publicly Accessible Satellite Imagery, Crowd-sourced Geospatial Information and RandomForests. - Niccolo Dejito; Ren Avell Flores; Rodolfo De Guzman; Isabelle Tingzon; Liliana Carvajal; Alberto Aroca; Carlos Delgado (CoRR, 2021)

Fusing VHR Post-disaster Aerial Imagery and LiDAR Data for Roof Classification in the Caribbean. - Isabelle Tingzon; Nuala Margaret Cowan; Pierre Chrzanowski (ICCV (Workshops), 2023)

Towards Impactful Applications of AI4EO in the Global South. - Isabelle Tingzon; James Matthew Miraflor; Xiao Xiang Zhu 001; Mrinalini Kochupillai (JURSE, 2023)

Fusing VHR Post-disaster Aerial Imagery and LiDAR Data for Roof Classification in the Caribbean using CNNs. - Isabelle Tingzon; Nuala Margaret Cowan; Pierre Chrzanowski (CoRR, 2023)

Mapping Housing Stock Characteristics from Drone Images for Climate Resilience in the Caribbean. - Isabelle Tingzon; Nuala Margaret Cowan; Pierre Chrzanowski (CoRR, 2023)

Predicting Internet Connectivity in Schools: A Feasibility Study Leveraging Multi-modal Data and Location Encoders in Low-Resource Settings. - Kelsey Doerksen; Casper Fibaek; Rochelle Schneider; Do-Hyung Kim; Isabelle Tingzon (CoRR, 2024)

Large-Scale School Mapping Using Weakly Supervised Deep Learning for Universal School Connectivity. - Isabelle Tingzon; Utku Can Ozturk; Iván Dotú (AAAI, 2025)