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2020 – today
- 2024
[i7]Kelsey Doerksen, Casper Fibaek, Rochelle Schneider, Do-Hyung Kim, Isabelle Tingzon:
Predicting Internet Connectivity in Schools: A Feasibility Study Leveraging Multi-modal Data and Location Encoders in Low-Resource Settings. CoRR abs/2412.12188 (2024)- [i6]Isabelle Tingzon, Utku Can Ozturk, Iván Dotú:
Large-scale School Mapping using Weakly Supervised Deep Learning for Universal School Connectivity. CoRR abs/2412.14870 (2024) - 2023
- [c2]Isabelle Tingzon, Nuala Margaret Cowan, Pierre Chrzanowski:
Fusing VHR Post-disaster Aerial Imagery and LiDAR Data for Roof Classification in the Caribbean. ICCV (Workshops) 2023: 3742-3749 - [c1]Isabelle Tingzon
, James Matthew Miraflor, Xiao Xiang Zhu, Mrinalini Kochupillai:
Towards Impactful Applications of AI4EO in the Global South. JURSE 2023: 1-4 - [i5]Isabelle Tingzon, Nuala Margaret Cowan, Pierre Chrzanowski:
Fusing VHR Post-disaster Aerial Imagery and LiDAR Data for Roof Classification in the Caribbean using CNNs. CoRR abs/2307.16177 (2023) - [i4]Isabelle Tingzon, Nuala Margaret Cowan, Pierre Chrzanowski:
Mapping Housing Stock Characteristics from Drone Images for Climate Resilience in the Caribbean. CoRR abs/2312.10306 (2023) - 2021
- [i3]Niccolo Dejito, Ren Avell Flores, Rodolfo De Guzman, Isabelle Tingzon, Liliana Carvajal, Alberto Aroca, Carlos Delgado:
Mapping Access to Water and Sanitation in Colombia using Publicly Accessible Satellite Imagery, Crowd-sourced Geospatial Information and RandomForests. CoRR abs/2111.04134 (2021) - 2020
- [j1]Masoomali Fatehkia, Isabelle Tingzon, Ardie Orden, Stephanie Sy, Vedran Sekara, Manuel García-Herranz, Ingmar Weber:
Mapping socioeconomic indicators using social media advertising data. EPJ Data Sci. 9(1): 22 (2020) - [i2]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:
Mapping New Informal Settlements using Machine Learning and Time Series Satellite Images: An Application in the Venezuelan Migration Crisis. CoRR abs/2008.13583 (2020) - [i1]Chiara Ledesma, Oshean Lee Garonita, Lorenzo Jaime Flores, Isabelle Tingzon, Danielle Dalisay:
Interpretable Poverty Mapping using Social Media Data, Satellite Images, and Geospatial Information. CoRR abs/2011.13563 (2020)
Coauthor Index
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