Margot Geerts

Margot Geerts

PhD student at LIRIS

Publications

You can also find my articles on my Google Scholar profile.
ECML-PKDD
On the Performance of LLMs for Real Estate Appraisal
Geerts, M., Reusens M., Baesens B., vanden Broucke, S., De Weerdt, J.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025.
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IJDSA
Graph Neural Networks for House Price Prediction: Do or Don’t?
Geerts, M., vanden Broucke, S., De Weerdt, J.
International Journal of Data Science and Analytics, 2024.
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IJCAI-W
A Spatial Loss Function for Gradient Boosted Trees
Geerts, M., vanden Broucke, S., De Weerdt, J.
International Workshop on Spatio-Temporal Reasoning and Learning (STRL), IJCAI, 2024.
PDF Code


DMKD
GeoRF: a geospatial random forest
Geerts, M., vanden Broucke, S., De Weerdt, J.
Data Mining and Knowledge Discovery, 2024.
PDF Code BibTex Preliminary version at STRL Workshop, IJCAI'23


IJCAI-W
An Evolutionary Geospatial Regression Tree
Geerts, M., vanden Broucke, S., De Weerdt, J.
International Workshop on Spatio-Temporal Reasoning and Learning (STRL), IJCAI, 2023.
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IJGI
A Survey of Methods and Input Data Types for House Price Prediction
Geerts, M., vanden Broucke, S., De Weerdt, J.
ISPRS International Journal of Geo-Information, 2023.
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RCIS
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
Geerts, M., Shaikh, K., vanden Broucke, S., De Weerdt, J.
International Conference on Research Challenges in Information Science, 2022.
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