78 citations · 109 across the 6 of their papers we have counts for
6 papers
Challenges and Limitations of Generative AI in Synthesizing Wearable Sensor Data
Flavio Di Martino, Franca Delmastro
The widespread adoption of wearable sensors has the potential to provide massive and heterogeneous time series data, driving the use of Artificial Intelligence in human sensing app…
FedSub: Introducing Class-aware Subnetworks Fusion to Enhance Personalized Federated Learning
Mattia Giovanni Campana, Franca Delmastro
Personalized Federated Learning aims at addressing the challenges of non-IID data in collaborative model training. However, existing methods struggle to balance personalization and…
Explainable AI for clinical and remote health applications: a survey on tabular and time series data
Flavio Di Martino, Franca Delmastro
Nowadays Artificial Intelligence (AI) has become a fundamental component of healthcare applications, both clinical and remote, but the best performing AI systems are often too comp…
A Personalized Recommender System for Pervasive Social Networks
Valerio Arnaboldi, Mattia G. Campana, Franca Delmastro +1
The current availability of interconnected portable devices, and the advent of the Web 2.0, raise the problem of supporting anywhere and anytime access to a huge amount of content,…
L3-Net Deep Audio Embeddings to Improve COVID-19 Detection from Smartphone Data
Mattia Giovanni Campana, Andrea Rovati, Franca Delmastro +1
Smartphones and wearable devices, along with Artificial Intelligence, can represent a game-changer in the pandemic control, by implementing low-cost and pervasive solutions to reco…
People-centric computing and communications in Smart Cities
Franca Delmastro, valerio Arnaboldi, Marco Conti
The extreme pervasive nature of mobile technologies, together with the users need to continuously interact with her personal devices and to be always connected, strengthen the user…