Search Results - "Cantini, Riccardo"

Programming big data analysis: principles and solutions by Belcastro, Loris, Cantini, Riccardo, Marozzo, Fabrizio, Orsino, Alessio, Talia, Domenico, Trunfio, Paolo

“…In the age of the Internet of Things and social media platforms, huge amounts of digital data are generated by and collected from many sources, including…”
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Learning Political Polarization on Social Media using Neural Networks by Belcastro, Loris, Cantini, Riccardo, Marozzo, Fabrizio, Talia, Domenico, Trunfio, Paolo

“…Social media analysis is a fast growing research area aimed at extracting useful information from social media platforms. This paper presents a methodology,…”
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Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices by Cantini, Riccardo, Orsino, Alessio, Talia, Domenico

“…Large Language Models (LLMs) are characterized by their inherent memory inefficiency and compute-intensive nature, making them impractical to run on…”
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Knowledge Discovery from Large Amounts of Social Media Data by Belcastro, Loris, Cantini, Riccardo, Marozzo, Fabrizio

“…In recent years, social media analysis is arousing great interest in various scientific fields, such as sociology, political science, linguistics, and computer…”
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Analyzing Political Polarization on Social Media by Deleting Bot Spamming by Cantini, Riccardo, Marozzo, Fabrizio, Talia, Domenico, Trunfio, Paolo

“…Social media platforms are part of everyday life, allowing the interconnection of people around the world in large discussion groups relating to every topic,…”
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Exploiting Machine Learning for Improving In-Memory Execution of Data-Intensive Workflows on Parallel Machines by Cantini, Riccardo, Marozzo, Fabrizio, Orsino, Alessio, Talia, Domenico, Trunfio, Paolo

“…Workflows are largely used to orchestrate complex sets of operations required to handle and process huge amounts of data. Parallel processing is often vital to…”
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Block size estimation for data partitioning in HPC applications using machine learning techniques by Cantini, Riccardo, Marozzo, Fabrizio, Orsino, Alessio, Talia, Domenico, Trunfio, Paolo, Badia, Rosa M., Ejarque, Jorge, Vázquez-Novoa, Fernando

“…The extensive use of HPC infrastructures and frameworks for running data-intensive applications has led to a growing interest in data partitioning techniques…”
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Analyzing voter behavior on social media during the 2020 US presidential election campaign by Belcastro, Loris, Branda, Francesco, Cantini, Riccardo, Marozzo, Fabrizio, Talia, Domenico, Trunfio, Paolo

“…Every day millions of people use social media platforms by generating a very large amount of opinion-rich data, which can be exploited to extract valuable…”
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A Weighted Artificial Bee Colony algorithm for influence maximization by Cantini, Riccardo, Marozzo, Fabrizio, Mazza, Silvio, Talia, Domenico, Trunfio, Paolo

“…Social media platforms are increasingly used to convey advertising campaigns for products or services. A key issue is to identify an appropriate set of…”
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Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation by Cantini, Riccardo, Cosenza, Giada, Orsino, Alessio, Talia, Domenico

“…Large Language Models (LLMs) have revolutionized artificial intelligence, demonstrating remarkable computational power and linguistic capabilities. However,…”
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Detecting mental disorder on social media: a ChatGPT-augmented explainable approach by 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…”
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A visual tool for reducing returns in e-commerce platforms by Cantini, Riccardo, Marozzo, Fabrizio, Orsino, Alessio, Passarelli, Martina, Trunfio, Paolo

“…Nowadays, the number of people who prefer to make online purchases on e-commerce platforms is constantly increasing. Online shopping turns out to be fast and…”
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Block size estimation for data partitioning in HPC applications using machine learning techniques by Cantini, Riccardo, Marozzo, Fabrizio, Orsino, Alessio, Talia, Domenico, Trunfio, Paolo, Badia, Rosa M, Ejarque, Jorge, Vazquez, Fernando

“…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…”
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Discovering Political Polarization on Social Media: A Case Study by Belcastro, Loris, Cantini, Riccardo, Marozzo, Fabrizio, Talia, Domenico, Trunfio, Paolo

“…Social media analysis is a fast growing research area aimed at extracting useful information from social media. This paper presents a methodology aimed at…”
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