Joannes Sam Mertens

19 papers B 2C 1Journal 8Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Digital Twin Framework for Human Organs modeling and forecasting in the Metaverse. iMETA Sarfraz Ahmed, Joannes Sam Mertens, Laura Galluccio
2025	J	`jnl`	CLAP: Cooperative learning through partial model exchange for heterogeneous wireless sensor networks. Internet Things Joannes Sam Mertens, Laura Galluccio, Giacomo Morabito
2025	J	`jnl`	DNN Layer Specialization Through Sequential Training for Applications With Smart Road-User Interactions. IEEE Access Joannes Sam Mertens, Salvatore Cafiso, Laura Galluccio, Giacomo Morabito, Giuseppina Pappalardo
2025	—	`conf`	Metaverse-Enabled Digital Twins employing Distributed Learning for Clinical applications. CSCN Sarfraz Ahmed, Joannes Sam Mertens, Laura Galluccio
2025	J	`jnl`	SPARE: Selective parameter exchange for efficient cooperative learning in vehicular networks. Comput. Networks Joannes Sam Mertens, Laura Galluccio, Giacomo Morabito
2024	B	`conf`	A deep dive into KVIs for ethics-aware networks. PIMRC Joannes Sam Mertens, Laura Galluccio, Alfio Lombardo
2024	—	`conf`	Driving Style Profiling Using Deep Autoencoders for Safety Applications in Urban and Highway Scenarios. M&N D. Krishnan, D. Srinivasan, V. Balasubramanian, N. Prabagaranae, Joannes Sam Mertens, Salvatore Cafiso, Laura Galluccio, Giacomo Morabito, Giuseppe Pappalardo
2024	—	`conf`	Ensuring Privacy and Communication Efficiency Through Partial Parameter Exchange in Collaborative Learning for Vehicular Applications. BlackSeaCom V. B. Saravanarajan, S. Sridhar, V. Balasubramanian, N. Prabagarane, Joannes Sam Mertens, Salvatore Cafiso, Laura Galluccio, Giacomo Morabito, Giuseppina Pappalardo
2024	—	`conf`	Real-Time Communication and Digital Twin Modelling Towards Smart Mobility in the SAMOTHRACE Project. M&N Christian Grasso, Luca Leonardi, Joannes Sam Mertens, Vincenza Torrisi
2024	—	`conf`	SETTLE: SEquential Training-based Transfer LEarning in heterogeneous wireless sensor networks. BlackSeaCom Joannes Sam Mertens, Laura Galluccio, Giacomo Morabito
2023	J	`jnl`	Clustered Distributed Learning Exploiting Node Centrality and Residual Energy (CINE) in WSNs. Network Laura Galluccio, Joannes Sam Mertens, Giacomo Morabito
2023	J	`jnl`	Network intelligence vs. jamming in underwater networks: how learning can cope with misbehavior. Frontiers Commun. Networks Joannes Sam Mertens, Andrea Panebianco, A. Surudhi, N. Prabagarane, Laura Galluccio
2023	J	`jnl`	i-WSN League: Clustered Distributed Learning in Wireless Sensor Networks. IEEE Internet Things J. Joannes Sam Mertens, Laura Galluccio, Giacomo Morabito
2022	J	`jnl`	An integrated acoustic/LoRa system for transmission of multimedia sensor data over an Internet of Underwater Things. Comput. Commun. Alberto Attilio Brincat, Fabio Busacca, Laura Galluccio, Joannes Sam Mertens, A. Musumeci, Sergio Palazzo, Andrea Panebianco
2022	B	`conf`	Centrality-aware gossiping for distributed learning in wireless sensor networks. IFIP Networking Joannes Sam Mertens, Laura Galluccio, Giacomo Morabito
2022	J	`jnl`	MGM-4-FL: Combining federated learning and model gossiping in WSNs. Comput. Networks Joannes Sam Mertens, Laura Galluccio, Giacomo Morabito
2021	—	`conf`	Federated learning through model gossiping in wireless sensor networks. BlackSeaCom Joannes Sam Mertens, Laura Galluccio, Giacomo Morabito
2020	—	`conf`	An experimental testbed of an Internet of Underwater Things. WiNTECH Fabio Busacca, Laura Galluccio, Joannes Sam Mertens, Domenico Orto, Sergio Palazzo, Salvatore Quattropani
2020	C	`conf`	SDN-(UAV)ISE: Applying Software Defined Networking to Wireless Sensor Networks with Data Mules. WoWMoM Joannes Sam Mertens, G. M. Milotta, Prabagarane Nagaradjane, Giacomo Morabito