Výsledky vyhledávání - "Marozzo, Fabrizio"

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Detecting mental disorder on social media: a ChatGPT-augmented explainable approach

Autor: Belcastro, Loris, Cantini, Riccardo, Marozzo, Fabrizio, Talia, Domenico, Trunfio, Paolo

In the digital era, the prevalence of depressive symptoms expressed on social media has raised serious concerns, necessitating advanced methodologies for timely detection. This paper addresses the challenge of interpretable depression detection by pr

Externí odkaz: http://arxiv.org/abs/2401.17477

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Block size estimation for data partitioning in HPC applications using machine learning techniques

Autor: Cantini, Riccardo, Marozzo, Fabrizio, Orsino, Alessio, Talia, Domenico, Trunfio, Paolo, Badia, Rosa M., Ejarque, Jorge, Vazquez, Fernando

Publikováno v: Journal of Big Data, vol. 11, n. 19, 2024

The extensive use of HPC infrastructures and frameworks for running dataintensive applications has led to a growing interest in data partitioning techniques and strategies. In fact, application performance can be heavily affected by how data are part

Externí odkaz: http://arxiv.org/abs/2211.10819

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Enabling Dynamic and Intelligent Workflows for HPC, Data Analytics, and AI Convergence

Publikováno v: Future Generation Computer Systems, Volume 134, Pages 414-429, ISSN 0167-739X, Elsevier, 2022

The evolution of High-Performance Computing (HPC) platforms enables the design and execution of progressively larger and more complex workflow applications in these systems. The complexity comes not only from the number of elements that compose the w

Externí odkaz: http://arxiv.org/abs/2204.09287

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