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Elenco Pubblicazioni - Publications (1380)

AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving

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E. Sebastiani, P. Angeletti, G. Bacci, R. de Gaudenzi, M. Luise, and L. Sanguinetti, “Mega Antenna Formation of Satellite Arrays,” in Proc. Intl. Commun. Satellite Systems Conf. (ICSSC), Bradford, UK, Oct. 2023.

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Recently, distributed antenna technology based on formation of arrays (FoA) has been proposed in the framework of non-terrestrial network (NTN) integration to provide 5G-like mobile satellite services. To obtain the desired benefits in terms of…
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Berti, A., Buongiorno, R., Carloni, G., ... & Colantonio, S. (2023, May). Exploring the potential and challenges of AI in clinical diagnostics and remote assistance of individuals. In Conv Naz CINI sull'Intelligenza Artificiale (ITAL-IA)

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Innovative technologies powered by Artificial Intelligence have the big potential to support new models of care delivery, disease prevention and quality of life promotion. The ultimate goal is a paradigm shift towards more personalized, accessible,…
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Carloni, G., Pachetti, E., & Colantonio, S. (2023). Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI. In Proceedings of the IEEE/CVF International Conference on Computer Vision (pp. 2616-2624).

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In this paper, we present a novel method for the automatic classification of medical images that learns and leverages weak causal signals in the image. Our framework consists of a convolutional neural network backbone and…
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Carloni, G., Berti, A., & Colantonio, S. (2023). The role of causality in explainable artificial intelligence. arXiv preprint arXiv:2309.09901.

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Causality and eXplainable Artificial Intelligence (XAI) have developed as separate fields in computer science, even though the underlying concepts of causation and explanation share common ancient roots. This is further enforced by the lack of…
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