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Archaeological Classification of Small Datasets Using Meta- and Transfer Learning Methods: A Case Study on Hittite Stele Fragments Cover

Archaeological Classification of Small Datasets Using Meta- and Transfer Learning Methods: A Case Study on Hittite Stele Fragments

Journal of Computer Applications in Archaeology
Volume 9 (2026): Issue 1
By: Deniz Kayıkcı,  Iban Berganzo-Besga and  Juan Antonio Barceló  
Open Access
|Jan 2026

Authors

Deniz Kayıkcı

1592874@uab.cat

Universitat Autonoma de Barcelona (PhD Student), Prehistory Department, Quantitative Archaeology Lab, 08193 Bellaterra, Barcelona

Iban Berganzo-Besga

iban.berganzo@bsc.es

Computational Social Sciences and Humanities Department, Barcelona Supercomputing Center (BSC-CNS), Plaça d’Eusebi Güell, 1-3, Les Corts, 08034, Barcelona, ES; Ramsey Laboratory for Environmental Archaeology (RLEA), University of Toronto Mississauga (UTM), 3359 Mississauga Road, Mississauga, ON, L5L 1C6, CA; Landscape Archaeology Research Group (GIAP), Catalan Institute of Classical Archaeology (ICAC), Plaça Rovellat s/n, 43003, Tarragona

Juan Antonio Barceló

1000229@uab.cat

Universitat Autonoma de Barcelona (Prof. Dr.), Prehistory Department, Quantitative Archaeology Lab, 08193 Bellaterra, Barcelona
DOI: https://doi.org/10.5334/jcaa.196 | Journal eISSN: 2514-8362
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Language: English
Submitted on: Jan 8, 2025
|
Accepted on: Dec 3, 2025
|
Published on: Jan 30, 2026
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year
Keywords:
Machine learning,
Archaeological Classification,
Hittite Stelae,
Computer Vision,
Artificial Neural Networks,
Meta-Learning

© 2026 Deniz Kayıkcı, Iban Berganzo-Besga, Juan Antonio Barceló, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.

Volume 9 (2026): Issue 1