Mattia Antonini

15 papers Misc 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
A TinyMLOps-Based Edge AI Approach for Early Detection of Emerging Plant Diseases.
MetroInd4.0 & IoT
Hossein Aqasizade, Mattia Antonini, Massimo Vecchio, Fabio Antonelli
2025 J jnl
Toward Compliance and Transparency in Raw Material Sourcing With Blockchain and Edge AI.
IEEE Access
Abderrahim Khiari, Anas Osman, Massimo Vecchio, Mattia Antonini, Miguel Pincheira
2023 J jnl
An Adaptable and Unsupervised TinyML Anomaly Detection System for Extreme Industrial Environments.
Sensors
Mattia Antonini, Miguel Pincheira, Massimo Vecchio, Fabio Antonelli
2022 — conf
A TinyML approach to non-repudiable anomaly detection in extreme industrial environments.
MetroInd4.0& IoT
Mattia Antonini, Miguel Pincheira, Massimo Vecchio, Fabio Antonelli
2022 J jnl
Integrating the IoT and Blockchain Technology for the Next Generation of Mining Inspection Systems.
Sensors
Miguel Pincheira, Mattia Antonini, Massimo Vecchio
2022 — conf
Tiny-MLOps: a framework for orchestrating ML applications at the far edge of IoT systems.
EAIS
Mattia Antonini, Miguel Pincheira, Massimo Vecchio, Fabio Antonelli
2021 — —
From Edge Computing to Edge Intelligence: exploring novel design approaches to intelligent IoT applications.
Mattia Antonini
2020 J jnl
IoT Technologies and Privacy in a Data-Bloated Society: Where Do We Stand in the Fight to Prepare for the Next Pandemic?
IEEE Internet Things Mag.
Raffaele Giaffreda, Mattia Antonini
2020 J jnl
MetaNChemo: A meta-heuristic neural-based framework for chemometric analysis.
Appl. Soft Comput.
Mattia Antonini, Andrea Gaiardo, Massimo Vecchio
2019 J jnl
Fog Computing Architectures: A Reference for Practitioners.
IEEE Internet Things Mag.
Mattia Antonini, Massimo Vecchio, Fabio Antonelli
2019 J jnl
Fog Computing Architectures: a Reference for Practitioners.
CoRR
Mattia Antonini, Massimo Vecchio, Fabio Antonelli
2019 J jnl
IRESE: An intelligent rare-event detection system using unsupervised learning on the IoT edge.
Eng. Appl. Artif. Intell.
Zaffar Haider Janjua, Massimo Vecchio, Mattia Antonini, Fabio Antonelli
2018 J jnl
GaN transistors efficient cooling by graphene foam.
Microelectron. Reliab.
Mattia Antonini, Paolo Cova, Nicola Delmonte, Alberto Castellazzi
2018 J jnl
Smart Audio Sensors in the Internet of Things Edge for Anomaly Detection.
IEEE Access
Mattia Antonini, Massimo Vecchio, Fabio Antonelli, Pietro Ducange, Charith Perera
2014 Misc conf
Lightweight multicast forwarding for service discovery in low-power IoT networks.
SoftCOM
Mattia Antonini, Simone Cirani, Gianluigi Ferrari, Paolo Medagliani, Marco Picone, Luca Veltri