An experimental testbed of an Internet of Underwater Things. - Fabio Busacca; Laura Galluccio; Joannes Sam Mertens; Domenico Orto; Sergio Palazzo; Salvatore Quattropani (WiNTECH, 2020)

SDN-(UAV)ISE: Applying Software Defined Networking to Wireless Sensor Networks with Data Mules. - Joannes Sam Mertens; G. M. Milotta; P. Nagaradjane; Giacomo Morabito (WoWMoM, 2020)

Federated learning through model gossiping in wireless sensor networks. - Joannes Sam Mertens; Laura Galluccio; Giacomo Morabito (BlackSeaCom, 2021)

Centrality-aware gossiping for distributed learning in wireless sensor networks. - Joannes Sam Mertens; Laura Galluccio; Giacomo Morabito (IFIP Networking, 2022)

MGM-4-FL: Combining federated learning and model gossiping in WSNs. - Joannes Sam Mertens; Laura Galluccio; Giacomo Morabito (Comput. Networks, 2022)

An integrated acoustic/LoRa system for transmission of multimedia sensor data over an Internet of Underwater Things. - Alberto Attilio Brincat; Fabio Busacca; Laura Galluccio; Joannes Sam Mertens; A. Musumeci; Sergio Palazzo; Andrea Panebianco (Comput. Commun., 2022)

Network intelligence vs. jamming in underwater networks: how learning can cope with misbehavior. - Joannes Sam Mertens; Andrea Panebianco; A. Surudhi; N. Prabagarane; Laura Galluccio (Frontiers Commun. Networks, 2023)

Clustered Distributed Learning Exploiting Node Centrality and Residual Energy (CINE) in WSNs. - Laura Galluccio; Joannes Sam Mertens; Giacomo Morabito (Network, 2023)

i-WSN League: Clustered Distributed Learning in Wireless Sensor Networks. - Joannes Sam Mertens; Laura Galluccio; Giacomo Morabito (IEEE Internet Things J., 2023)

SETTLE: SEquential Training-based Transfer LEarning in heterogeneous wireless sensor networks. - Joannes Sam Mertens; Laura Galluccio; Giacomo Morabito (BlackSeaCom, 2024)

Ensuring Privacy and Communication Efficiency Through Partial Parameter Exchange in Collaborative Learning for Vehicular Applications. - V. B. Saravanarajan; S. Sridhar; V. Balasubramanian; N. Prabagarane; Joannes Sam Mertens; Salvatore Cafiso; Laura Galluccio; Giacomo Morabito; Giuseppina Pappalardo (BlackSeaCom, 2024)

Real-Time Communication and Digital Twin Modelling Towards Smart Mobility in the SAMOTHRACE Project. - Christian Grasso; Luca Leonardi; Joannes Sam Mertens; Vincenza Torrisi (M&N, 2024)

Driving Style Profiling Using Deep Autoencoders for Safety Applications in Urban and Highway Scenarios. - D. Krishnan; D. Srinivasan; V. Balasubramanian; N. Prabagaranae; Joannes Sam Mertens; Salvatore Cafiso; Laura Galluccio; Giacomo Morabito; Giuseppe Pappalardo (M&N, 2024)

A deep dive into KVIs for ethics-aware networks. - Joannes Sam Mertens; Laura Galluccio; Alfio Lombardo (PIMRC, 2024)

DNN Layer Specialization Through Sequential Training for Applications With Smart Road-User Interactions. - Joannes Sam Mertens; Salvatore Cafiso; Laura Galluccio; Giacomo Morabito; Giuseppina Pappalardo (IEEE Access, 2025)