Margot Geerts

According to our database, Margot Geerts authored at least 7 papers between 2022 and 2025.

Collaborative distances:

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

2025

Graph neural networks for house price prediction: do or don't?

Margot Geerts, Seppe vanden Broucke, Jochen De Weerdt

Int. J. Data Sci. Anal., October, 2025

On the Performance of LLMs for Real Estate Appraisal.

Margot Geerts, Manon Reusens, Bart Baesens, Seppe vanden Broucke, Jochen De Weerdt

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2025

2024

GeoRF: a geospatial random forest.

Margot Geerts, Seppe vanden Broucke, Jochen De Weerdt

Data Min. Knowl. Discov., November, 2024

A Spatial Loss Function for Gradient Boosted Trees.

Margot Geerts, Seppe vanden Broucke, Jochen De Weerdt

Proceedings of the 3rd International Workshop on Spatio-Temporal Reasoning and Learning (STRL 2024) co-located with the 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024), 2024

2023

A Survey of Methods and Input Data Types for House Price Prediction.

Margot Geerts, Seppe vanden Broucke, Jochen De Weerdt

ISPRS Int. J. Geo Inf., 2023

An Evolutionary Geospatial Regression Tree.

Margot Geerts, Seppe vanden Broucke, Jochen De Weerdt

Proceedings of the 2nd International Workshop on Spatio-Temporal Reasoning and Learning (STRL 2023) co-located with the 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023

2022

Predicting the State of a House Using Google Street View - An Analysis of Deep Binary Classification Models for the Assessment of the Quality of Flemish Houses.

Margot Geerts, Kiran Shaikh, Jochen De Weerdt, Seppe vanden Broucke

Proceedings of the Research Challenges in Information Science, 2022