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Isabelle Tingzon
Isabelle Tingzon
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Titel
Zitiert von
Zitiert von
Jahr
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
752019
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
472020
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
112020
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
32021
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
AI-powered School Mapping and Connectivity Status Prediction using Earth Observation
K Doerksen, I Tingzon, C Fibaek, R Schneider, DH Kim
2024
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
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