Chair de professeur Junior en IA pour l'archéologie et l'histoire - responsable du GR IAMAHA, pôle principal: ENTES - rattachement ponctuel aux GRs MIAM, CREHE, FORETS. Pôle secondaire: DOMUS
In collaboration with the researchers of the CEPAM laboratory, my job consists of developing new AI models and algorithms to answer research questions related with the historical/archaeological data. Indeed, this data is very scarse, fragmented and sparse and this is why standard machine and deep learning tools are either not adapted or at least not working out of the box.
More information about my research activity and publications here: https://math.univ-cotedazur.fr/~mcorneli/
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Article(s)
Arnaud Zucker, Molka Tounsi Dhouib, Arnaud Barbe, Catherine Faron, Marco Corneli. Graphe de connaissance outillé au service des chercheurs en histoire de la zoologie antique et médiévale. Revue Ouverte d'Intelligence Artificielle, 2025, 6. ⟨hal-05078267⟩
Manon Vuillien, Davide Adamo, Emmanuelle Vila, Amane Agraw, Thierry Argant, et al.. Topological data analysis and multiple kernel learning for species identification of modern and archaeological small ruminants. Journal of Computer Applications in Archaeology, 2025, 8 (1), ⟨10.5334/jcaa.181⟩. ⟨hal-04779367v2⟩
Marco Corneli, Elena Erosheva, Xunlei Qian, Marco Lorenzi. A Bayesian approach for clustering and exact finite-sample model selection in longitudinal data mixtures. Computational Statistics, 2024, ⟨10.1007/s00180-024-01501-5⟩. ⟨hal-02310069v3⟩
Giulia Marchello, Marco Corneli, Charles Bouveyron. A Deep Dynamic Latent Block Model for the Co-clustering of Zero-Inflated Data Matrices. Journal of Computational and Graphical Statistics, 2024, 33 (4), pp.1224-1239. ⟨10.1080/10618600.2024.2319162⟩. ⟨hal-04150292v3⟩
Acte(s) de colloque
Seydina Ousmane Niang, Charles Bouveyron, Marco Corneli, Pierre Latouche. Conditional denoising diffusion probabilistic models for the clustering of images. JDS 2024 - 55e Journées de statistiques de la SFdS, May 2024, Bordeaux, France. pp.1367-1374. ⟨hal-04909772⟩
Molka Tounsi Dhouib, Quentin Merilleau, Carla Guerrero, Marco Corneli, Catherine Faron, et al.. Automatic Semantic Classification of Ancient Zoological Texts. IAMAHA 2023 - 1st International Conference on Artificial Intelligence and Applied Mathematics for History and Archaeology, Nov 2023, Nice, France. ⟨hal-04210669⟩
Arnaud Barbe, Molka Tounsi Dhouib, Catherine Faron, Marco Corneli, Arnaud Zucker. Construction d'un graphe de connaissance à partir des annotations manuelles de textes de zoologie antique. IC 2023 - 34es Journées francophones d'Ingénierie des Connaissances @ Plate-Forme Intelligence Artificielle (PFIA 2023), Jul 2023, Starsbourg, France. ⟨hal-04156996⟩