Youssef Djellal
@youssefdjellal.bsky.social
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Ph.D. candidate Exploring hominin behavior through stone tool knapping and use
reposted by
Youssef Djellal
TraCEr, at MONREPOS, LEIZA
about 1 month ago
New paper out! ๐ We explore how deep learning (CNNs) can classify polish on experimental flint tools based on contact material and use intensity.
www.nature.com/articles/s41...
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Classifying polish in use-wear analysis with convolutional neural networks - Scientific Reports
Scientific Reports - Classifying polish in use-wear analysis with convolutional neural networks
https://www.nature.com/articles/s41598-025-18179-4
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Together with my colleague Othman Echcherif, weโre combining typo-technological data with use-wear analysis of MSA lithics from Bizmoune Cave, Central western Morocco! The results are truly fascinating, more to come soon! ๐ฌ
about 2 months ago
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reposted by
Youssef Djellal
TraCEr, at MONREPOS, LEIZA
6 months ago
We were thrilled to organize the seminar Traceology II: Introduction to Theory and Methods in Archaeological Research. The sessions combined theory with hands-on lithic analysis, offering an overview of traceological methods and relevance to archaeological research. Many thanks to all participants!
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reposted by
Youssef Djellal
TraCEr, at MONREPOS, LEIZA
6 months ago
Our latest review explores the role of machine learning in use-wear analysis, highlighting its potential and providing recommendations for key challenges and limitations.
journal.caa-international.org/articles/10....
@icarehb.bsky.social
@leizarchaeology.bsky.social
@paleomonrepos.bsky.social
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Machine Learning Applications in Use-Wear Analysis: A Critical Review | Journal of Computer Applications in Archaeology
https://journal.caa-international.org/articles/10.5334/jcaa.190
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reposted by
Youssef Djellal
TraCEr, at MONREPOS, LEIZA
6 months ago
Just out! Our first publication on the use-wear analysis of quartzite tools from the MSA sequence at Rhafas Cave, Morocco!
@icarehb.bsky.social
@leizarchaeology.bsky.social
@paleomonrepos.bsky.social
www.sciencedirect.com/science/arti...
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Unveiling the behavioural significance of the Aterian coarse-grained lithic assemblages: Insights from use-wear analysis of Rhafas Cave, Northeast Morocco
Recent discoveries have shown that Homo sapiens has a Pan-African origin, and North Africa has been an important region for the development and expansโฆ
https://www.sciencedirect.com/science/article/pii/S2352409X25001798
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