Mapping poverty in the Philippines using machine learning, satellite imagery, and crowd-sourced geospatial information I Tingzon, A Orden, KT Go, S Sy, V Sekara, I Weber, M Fatehkia, ... The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2019 | 74 | 2019 |
Mapping socioeconomic indicators using social media advertising data M Fatehkia, I Tingzon, A Orden, S Sy, V Sekara, M Garcia-Herranz, ... EPJ Data Science 9 (1), 22, 2020 | 43 | 2020 |
Interpretable poverty mapping using social media data, satellite images, and geospatial information C Ledesma, OL Garonita, LJ Flores, I Tingzon, D Dalisay Machine Learning for the Developing World (ML4D) NeurIPS Workshop 2020., 2020 | 25* | 2020 |
Mapping new informal settlements using machine learning and time series satellite images: An application in the Venezuelan migration crisis I Tingzon, N Dejito, RA Flores, R De Guzman, L Carvajal, KZ Erazo, ... 2020 IEEE/ITU International Conference on Artificial Intelligence for Good …, 2020 | 10 | 2020 |
Mapping access to water and sanitation in Colombia using publicly accessible satellite imagery, crowd-sourced geospatial information, and random forests N Dejito, RA Flores, R De Guzman, I Tingzon, L Carvajal, A Aroca, ... Artificial Intelligence for Humanitarian Assistance and Disaster Response …, 2021 | 3 | 2021 |
Fusing VHR Post-disaster Aerial Imagery and LiDAR Data for Roof Classification in the Caribbean I Tingzon, NM Cowan, P Chrzanowski Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 1* | 2023 |
Mapping Housing Stock Characteristics from Drone Images for Climate Resilience in the Caribbean I Tingzon, NM Cowan, P Chrzanowski Tackling Climate Change with Machine Learning Workshop at NeurIPS 2023, 2023 | | 2023 |
Towards Impactful Applications of AI4EO in the Global South I Tingzon, JM Miraflor, XX Zhu, M Kochupillai 2023 Joint Urban Remote Sensing Event (JURSE), 1-4, 2023 | | 2023 |