Published October 1, 2025
| Version v5
Software
Open
VORTEX (Variscite Origin Recognition Technology X-ray based)
Authors/Creators
-
1.
University of Lisbon
-
2.
Universidad de Sevilla
Contributors
Data collector (4):
Data curator (3):
Supervisor:
-
1.
Universidad de Sevilla
-
2.
University of Lisbon
-
3.
Universidad de Alcalá
- 4. CIPAG. Col·lectiu per a la Investigació de la Prehistòria i l'arqueologia de Garraf-Ordal. Begues
Description
VORTEX (Variscite ORigin Technology X-ray based) is a framework designed to source archaeological variscites. The machine learning-based model makes predictions about the provenance of archaeological artifacts, address uncertainty using Feature Importance and Shapley values, determines provenance by site through majority voting and visualises the results.
Files
20251001VORTEX_FINAL-main.zip
Files
(67.6 MB)
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md5:4c20a14db0377051b23e12305938ab79
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Additional details
Related works
- Is part of
- Data paper: 10.1016/j.dib.2025.111961 (DOI)
- Preprint: 10.2139/ssrn.5214878 (DOI)
Funding
- Fundação para a Ciência e Tecnologia
- Exploring a data-driven approach to study Social Complexity in Prehistory: Computational Archaeology and Personal Adornment in the Iberian Peninsula. UI/BD/154365/2023
- Ministerio de Ciencia, Innovación y Universidades
- Arqueología de las falsificaciones y la percepción: adornos y autopercepción en el mediterráneo occidental Ministerio de Ciencia y Tecnología
- Consejería de Economía, Conocimiento, Empresas y Universidad
- Investigación y desarrollo de nuevas tecnologías para el discurso del poder: imitando adornos de ámbar en la prehistoria reciente de Iberia P20_01080
Software
- Repository URL
- https://github.com/Daniel-SanchezG/VORTEX_FINAL
- Programming language
- Python , Jupyter Notebook , R
- Development Status
- Active