A Novel Data-Centric Programming Model for Large-Scale Parallel Systems. - Domenico Talia; Paolo Trunfio; Fabrizio Marozzo; Loris Belcastro; Javier García Blas; David del Rio Astorga; Philippe Couvée; Gaël Goret; Lionel Vincent; Alberto Fernández-Pena; Daniel Martín de Blas; Mirko Nardi; et al. (Euro-Par Workshops, 2019)

Centralised vs decentralised anomaly detection: when local and imbalanced data are beneficial. - Mirko Nardi; Lorenzo Valerio; Andrea Passarella (LIDTA@ECML/PKDD, 2021)

Anomaly Detection Through Unsupervised Federated Learning. - Mirko Nardi; Lorenzo Valerio; Andrea Passarella (MSN, 2022)

Communication Costs Analysis of Unsupervised Federated Learning: an Anomaly Detection Scenario. - Mirko Nardi; Lorenzo Valerio; Andrea Passarella (Ital-IA, 2023)

Federated Clustering: An Unsupervised Cluster-Wise Training for Decentralized Data Distributions. - Mirko Nardi; Lorenzo Valerio; Andrea Passarella (CoRR, 2024)