Record link: 
http://hdl.handle.net/20.500.12708/229452
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Title: 
When Today’s Accuracy Fails Tomorrow: Evaluating Spatially Driven Real Estate Prediction Models
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Citation: 
Kmen, C., Navratil, G., & Giannopoulos, I. (2026). When Today’s Accuracy Fails Tomorrow: Evaluating Spatially Driven Real Estate Prediction Models. In E. Uuemaa, A. Kmoch, H. Virro, & S. Scheider (Eds.), AGILE: GIScience Series (pp. 1–14). https://doi.org/10.5194/agile-giss-7-7-2026
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Publisher DOI: 
10.5194/agile-giss-7-7-2026
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Publication Type: 
Inproceedings - Full-Paper Contribution
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Language: 
English
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Authors: 
Kmen, Christopher 
Navratil, Gerhard 
Giannopoulos, Ioannis 
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Organisational Unit: 
E120-02 - Forschungsbereich Geoinformation 
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Published in: 
AGILE: GIScience Series 
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Volume: 
7
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Date (published): 
2026
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Event name: 
29th AGILE Conference on Geographic Information Science “Smart Data: Making geospatial data actionable” 
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Event date: 
16-Jun-2026 - 19-Jun-2026
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Event place: 
Tartu, Estonia
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Number of Pages: 
14
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Keywords: 
spatiotemporal modeling; real estate; XGBoost; ensemble learning; long-term prediction; validation bias
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Research Areas: 
Mathematical and Algorithmic Foundations: 20%
Modeling and Simulation: 80%
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Science Branch: 
2074 - Geodäsie, Vermessungswesen: 70%
1020 - Informatik: 15%
1054 - Physische Geographie: 15%
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Appears in Collections:
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