no code implementations • 3 Jan 2024 • John Bianchi, Manuel Pratelli, Marinella Petrocchi, Fabio Pinelli
The proliferation of low-quality online information in today's era has underscored the need for robust and automatic mechanisms to evaluate the trustworthiness of online news publishers.
1 code implementation • 12 Jan 2023 • Letterio Galletta, Fabio Pinelli
Blockchain technology has been successfully exploited for deploying new economic applications.
no code implementations • 3 Nov 2022 • Gabriele Tolomei, Lorenzo Takanen, Fabio Pinelli
In this work, we propose MUSTACHE, a new page cache replacement algorithm whose logic is learned from observed memory access requests rather than fixed like existing policies.
no code implementations • 21 Apr 2021 • Gabriele Costa, Fabio Pinelli, Simone Soderi, Gabriele Tolomei
Although the effect of the model poisoning is negligible to other participants, and does not alter the overall model performance, it can be observed by a malicious receiver and used to transmit a single bit.
no code implementations • 12 Aug 2015 • Ernesto Diaz-Aviles, Fabio Pinelli, Karol Lynch, Zubair Nabi, Yiannis Gkoufas, Eric Bouillet, Francesco Calabrese, Eoin Coughlan, Peter Holland, Jason Salzwedel
To this end, we follow a supervised learning approach for prediction and train our 'Restricted Random Forest' model using, as a proxy for bad experience, the observed customer transactions in the telco data feed before the user places a call to a customer care center.
no code implementations • 26 Dec 2014 • Ernesto Diaz-Aviles, Hoang Thanh Lam, Fabio Pinelli, Stefano Braghin, Yiannis Gkoufas, Michele Berlingerio, Francesco Calabrese
Collaborative Filtering (CF) is a core component of popular web-based services such as Amazon, YouTube, Netflix, and Twitter.