Marina Georgati

According to our database, Marina Georgati authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Modeling population distribution: A visual and quantitative analysis of gradient boosting and deep learning models for multi-output spatial disaggregation.

Marina Georgati, João Monteiro, Bruno Martins, Carsten Keßler, Henning Sten Hansen

Trans. GIS, April, 2024

2023

Random Forest Variable Importance Measures for Spatial Dynamics: Case Studies from Urban Demography.

Marina Georgati, Henning Sten Hansen, Carsten Keßler

ISPRS Int. J. Geo Inf., November, 2023

Analytics of historical human migration patterns: use cases of Amsterdam and Copenhagen.

Irma Kveladze, Marina Georgati, Carsten Keßler, Henning Sten Hansen

J. Locat. Based Serv., October, 2023

2022

Migration Studies with a Compositional Data Approach: A Case Study of Population Structure in the Capital Region of Denmark.

Javier Elío, Marina Georgati, Henning Sten Hansen, Carsten Keßler

Proceedings of the Computational Science and Its Applications - ICCSA 2022 Workshops, 2022

Spatial Disaggregation of Population Subgroups Leveraging Self-Trained Multi-Output Gradient Boosting Regression Trees.

Marina Georgati, João Monteiro, Bruno Martins, Carsten Keßler

Proceedings of the 25th AGILE Conference on Geographic Information Science, 2022

2021

Spatially Explicit Population Projections: The case of Copenhagen, Denmark.

Marina Georgati, Carsten Keßler

Proceedings of the 24th AGILE Conference on Geographic Information Science, 2021

2020

Enabling Collaboration Among Cultural Heritage Experts and Maritime Spatial Planners.

Lise Schrøder, Marina Georgati, Henning Sten Hansen

Proceedings of the Electronic Government and the Information Systems Perspective, 2020