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Observability of a prediction model post-deployment data drift : the case of international trade value

author
Sellami, Bassem
Ounoughi, Chahinez
Kalvet, Tarmo
Tiits, Marek
Ben Yahia, Sadok
statement of authorship
Bassem Sellami, Chahinez Ounoughi, Tarmo Kalvet, Marek Tiits, Sadok Ben Yahia
source
Journal of supercomputing
publisher
Springer Nature
journal volume number month
vol. 82, 4
year of publication
2026
pages
art. 243
url
https://doi.org/10.1007/s11227-026-08364-1
https://link.springer.com/article/10.1007/s11227-026-08364-1
subject term
rahvusvaheline kaubandus
tehisõpe
sügavõpe
graafid
keyword
data drift
international trade
deep learning (DL)
graph attention networks
ISSN
0920-8542
1573-0484
scientific publication
teaduspublikatsioon
classifier
1.1
TalTech department
Department of Business Administration
Department of Software Science
language
English
Sellami, B., Ounoughi, C., Kalvet, T., Tiits, M., Ben Yahia, S. Observability of a prediction model post-deployment data drift : the case of international trade value // Journal of supercomputing (2026) vol. 82, 4, art. 243. https://doi.org/10.1007/s11227-026-08364-1 https://link.springer.com/article/10.1007/s11227-026-08364-1