Publications

2025

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Advancing soil texture and organic carbon spatial variability assessment: Integrating proximal gamma-ray spectroscopy and electromagnetic induction via data fusion for site-independent analysis

Angelica De Ros, Ilaria Piccoli, Luigi Sartori, Beatrice Portelli, Giuseppe Serra, Nicola Dal Fabbro, Francesco Morari

CATENA, Volume 254, 2025

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2025

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Evaluating organic carbon in living and dead trees using GLCM features and explainable machine learning: insights from Italian national forest

Mehdi Fasihi, Alex Falcon, Giorgio Alberti, Luca Cadez, Francesca Giannetti, Antonio Tomao, Giuseppe Serra

Annals of GIS, 2025

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2025

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2D Prediction of the Nutritional Composition of Dishes from Food Images: Deep Learning Algorithm Selection and Data Curation Beyond the Nutrition5k Project

Rachele Bianco, Sergio Coluccia, Michela Marinoni, Alex Falcon, Federica Fiori, Giuseppe Serra, Monica Ferraroni, Valeria Edefonti, Maria Parpinel

Nutrients 17(13), 2025

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2025

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HierArtEx: Hierarchical Representations and Art Experts Supporting the Retrieval of Museums in the Metaverse

Alex Falcon, Ali Abdari, Giuseppe Serra

International Conference on MultiMedia Modeling, MMM, 2025

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2025

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Reproducibility Companion Paper: AdOCTeRA--Adaptive Optimization Constraints for Improved text-guided Retrieval of Apartments

Ali Abdari, Alex Falcon, Giuseppe Serra

ACM International Conference on Multimedia Retrieval, ACM ICMR, 2025

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2025

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HM3: Hierarchical Modeling of Multimedia Metaverses on 10000 Thematic Museums via Theme-aware Contrastive Loss Function

Gianluca Macrì, Lorenzo Bazzana, Alex Falcon, Giuseppe Serra

ACM International Conference on Multimedia Retrieval, ACM ICMR, 2025

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2025

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AgriMus: Developing Museums in the Metaverse for Agricultural Education

Ali Abdari, Alex Falcon, Giuseppe Serra

21st Conference on Information and Research Science Connecting to Digital and Library Science, IRCDL, 2025

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2024

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Improving semantic video retrieval models by training with a relevance-aware online mining strategy

Alex Falcon, Giuseppe Serra, Oswald Lanz

Computer Vision and Image Understanding 245, 2024

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2024

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Assessing ensemble models for carbon sequestration and storage estimation in forests using remote sensing data

Mehdi Fasihi, Beatrice Portelli, Luca Cadez, Antonio Tomao, Alex Falcon, Giorgio Alberti, Giuseppe Serra

Ecological Informatics, 2024

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2024

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Paving the Way for Personalized Museums Tours in the Metaverse

Alex Falcon, Beatrice Portelli, Ali Abdari, Giuseppe Serra

IRCDL 2024, 20th conference on Information and Research science Connecting to Digital and Library science, 2024

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