Naomi Simumba

According to our database, Naomi Simumba authored at least 12 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation.

Michal Muszynski, Levente J. Klein, Ademir Ferreira da Silva, Anjani Prasad Atluri, Carlos Gomes, Daniela Szwarcman, Gurkanwar Singh, Kewen Gu, Maciel Zortea, Naomi Simumba, Paolo Fraccaro, Shraddha Singh, Steve Meliksetian, Campbell D. Watson, Daiki Kimura, Harini Srinivasan

CoRR, 2024

Towards Efficient Satellite Data Representation Learning with Consistency Loss.

Naomi Simumba, Daiki Kimura, Michiaki Tatsubori

Proceedings of the IGARSS 2024, 2024

Geospatial Sampling by Maximizing Information Entropy.

Daiki Kimura, Naomi Simumba, Marcus Freitag, Johannes Schmude, Michiaki Tatsubori

Proceedings of the IGARSS 2024, 2024

Sandwiched Lo-Res Simulation for Scalable Flood Modeling.

Refaldi I. D. Putra, Tatsuya Ishikawa, Naomi Simumba, Michiaki Tatsubori

Proceedings of the IEEE International Conference on Acoustics, 2024

SAR2NDVI: Pre-Training for SAR-to-NDVI Image Translation.

Daiki Kimura, Tatsuya Ishikawa, Masanori Mitsugi, Yasunori Kitakoshi, Takahiro Tanaka, Naomi Simumba, Kentaro Tanaka, Hiroaki Wakabayashi, Masato Sampei, Michiaki Tatsubori

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Foundation Models for Generalist Geospatial Artificial Intelligence.

Johannes Jakubik, Sujit Roy, C. E. Phillips, Paolo Fraccaro, Denys Godwin, Bianca Zadrozny, Daniela Szwarcman, Carlos Gomes, Gabby Nyirjesy, Blair Edwards, Daiki Kimura, Naomi Simumba, Linsong Chu, S. Karthik Mukkavilli, Devyani Lambhate, Kamal Das, Ranjini Bangalore, Dário A. B. Oliveira, Michal Muszynski, Kumar Ankur, Muthukumaran Ramasubramanian, Iksha Gurung, Sam Khallaghi, Hanxi Li, Michael Cecil, Maryam Ahmadi, Fatemeh Kordi, Hamed Alemohammad, Manil Maskey, Raghu K. Ganti, Kommy Weldemariam, Rahul Ramachandran

CoRR, 2023

TensorBank: Tensor Lakehouse for Foundation Model Training.

Romeo Kienzler, Johannes Schmude, Naomi Simumba, Benedikt Blumenstiel, Marcus Freitag, Daiki Kimura, Zoltan Arnold Nagy, Michael Behrendt, Hendrik F. Hamann, S. Karthik Mukkavilli, Daniel Salles Civitarese

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Multiple objective metaheuristics for feature selection based on stakeholder requirements in credit scoring.

Naomi Simumba, Suguru Okami, Akira Kodaka, Naohiko Kohtake

Decis. Support Syst., 2022

2021

Spatiotemporal Integration of Mobile, Satellite, and Public Geospatial Data for Enhanced Credit Scoring.

Naomi Simumba, Suguru Okami, Akira Kodaka, Naohiko Kohtake

Symmetry, 2021

Comparison of Profit-Based Multi-Objective Approaches for Feature Selection in Credit Scoring.

Naomi Simumba, Suguru Okami, Akira Kodaka, Naohiko Kohtake

Algorithms, 2021

Spatially and semantically diverse points extraction using hierarchical clustering.

Naomi Simumba, Satoshi Masuda, Michiaki Tatsubori

Proceedings of the LocalRec '21: Proceedings of the 5th ACM SIGSPATIAL International Workshop on Location-based Recommendations, 2021

2017

Credit decision tool using mobile application data for microfinance in agriculture.

Naomi Simumba, Suguru Okami, Naohiko Kohtake

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017