Antonini, Mattia
Antonini, Mattia
OpenIOT
A TinyML approach to non-repudiable anomaly detection in extreme industrial environments
2022-01-01 Antonini, Mattia; Miguel, Pincheira; Vecchio, Massimo; Antonelli, Fabio
A TinyMLOps Framework for Real-world Applications
2025-01-01 Antonini, M.; Vecchio, M.; Antonelli, F.
A TinyMLOps-Based Edge AI Approach for Early Detection of Emerging Plant Diseases
2025-01-01 Aqasizade, Hossein; Antonini, Mattia; Vecchio, Massimo; Antonelli, Fabio
An Adaptable and Unsupervised TinyML Anomaly Detection System for Extreme Industrial Environments
2023-01-01 Antonini, Mattia; Pincheira Caro, Miguel Rodrigo; Vecchio, Massimo; Antonelli, Fabio
DiRPL: A RPL-Based Resource and Service Discovery Algorithm for 6LoWPANs
2019-01-01 Davoli, Luca; Antonini, Mattia; Ferrari, Gianluigi
Edge-Native IoT Data Architectures for Practitioners: A Glass Manufacturing Use Case
2025-01-01 Antonini, Mattia; Rubini, Anna; Dallapiccola, Damiano; Vecchio, Massimo; Peghini, Nicola; Antonelli, Fabio
Fog Computing Architectures: A Reference for Practitioners
2019-01-01 Antonini, Mattia; Vecchio, Massimo; Antonelli, Fabio
From Edge Computing to Edge Intelligence: exploring novel design approaches to intelligent IoT applications
2021-01-01 Antonini, Mattia
Integrating the {IoT} and Blockchain Technology for the Next Generation of Mining Inspection Systems
2022-01-01 Miguel, Pincheira; Antonini, Mattia; Vecchio, Massimo
IoT Technologies and Privacy in a Data-Bloated Society: Where Do We Stand in the Fight to Prepare for the Next Pandemic?
2020-01-01 Giaffreda, Raffaele; Antonini, Mattia
IRESE: An intelligent rare-event detection system using unsupervised learning on the IoT edge
2019-01-01 Janjua, Zaffar Haider; Vecchio, Massimo; Antonini, Mattia; Antonelli, Fabio
Lightweight multicast forwarding for service discovery in low-power IoT networks
2014-01-01 Antonini, Mattia; Simone, Cirani; Gianluigi, Ferrari; Paolo, Medagliani; Marco, Picone; Luca, Veltri
MetaNChemo: A meta-heuristic neural-based framework for chemometric analysis
2020-01-01 Antonini, Mattia; Gaiardo, Andrea; Vecchio, Massimo
mPickle: Pickle for MicroPython
2026-01-01 Antonini, Mattia; Vecchio, Massimo; Antonelli, Fabio
Resource Characterisation of Personal-Scale Sensing Models on Edge Accelerators
2019-01-01 Antonini, Mattia; Huy Vu, Tran; Min, Chulhong; Montanari, Alessandro; Mathur, Akhil; Kawsar, Fahim
Smart Audio Sensors in the Internet of Things Edge for Anomaly Detection
2018-01-01 Antonini, Mattia; Vecchio, Massimo; Antonelli, Fabio; Ducange, Pietro; Perera, Charith
Tiny-MLOps: a framework for orchestrating ML applications at the far edge of IoT systems
2022-01-01 Antonini, Mattia; Pincheira, Miguel; Vecchio, Massimo; Antonelli, Fabio
Toward Compliance and Transparency in Raw Material Sourcing With Blockchain and Edge AI
2025-01-01 Khiari, Abderrahim; Osman, Anas; Vecchio, Massimo; Antonini, Mattia; Pincheira, Miguel
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A TinyML approach to non-repudiable anomaly detection in extreme industrial environments | 1-gen-2022 | Antonini, Mattia; Miguel, Pincheira; Vecchio, Massimo; Antonelli, Fabio | |
| A TinyMLOps Framework for Real-world Applications | 1-gen-2025 | Antonini, M.; Vecchio, M.; Antonelli, F. | |
| A TinyMLOps-Based Edge AI Approach for Early Detection of Emerging Plant Diseases | 1-gen-2025 | Aqasizade, Hossein; Antonini, Mattia; Vecchio, Massimo; Antonelli, Fabio | |
| An Adaptable and Unsupervised TinyML Anomaly Detection System for Extreme Industrial Environments | 1-gen-2023 | Antonini, Mattia; Pincheira Caro, Miguel Rodrigo; Vecchio, Massimo; Antonelli, Fabio | |
| DiRPL: A RPL-Based Resource and Service Discovery Algorithm for 6LoWPANs | 1-gen-2019 | Davoli, Luca; Antonini, Mattia; Ferrari, Gianluigi | |
| Edge-Native IoT Data Architectures for Practitioners: A Glass Manufacturing Use Case | 1-gen-2025 | Antonini, Mattia; Rubini, Anna; Dallapiccola, Damiano; Vecchio, Massimo; Peghini, Nicola; Antonelli, Fabio | |
| Fog Computing Architectures: A Reference for Practitioners | 1-gen-2019 | Antonini, Mattia; Vecchio, Massimo; Antonelli, Fabio | |
| From Edge Computing to Edge Intelligence: exploring novel design approaches to intelligent IoT applications | 1-gen-2021 | Antonini, Mattia | |
| Integrating the {IoT} and Blockchain Technology for the Next Generation of Mining Inspection Systems | 1-gen-2022 | Miguel, Pincheira; Antonini, Mattia; Vecchio, Massimo | |
| IoT Technologies and Privacy in a Data-Bloated Society: Where Do We Stand in the Fight to Prepare for the Next Pandemic? | 1-gen-2020 | Giaffreda, Raffaele; Antonini, Mattia | |
| IRESE: An intelligent rare-event detection system using unsupervised learning on the IoT edge | 1-gen-2019 | Janjua, Zaffar Haider; Vecchio, Massimo; Antonini, Mattia; Antonelli, Fabio | |
| Lightweight multicast forwarding for service discovery in low-power IoT networks | 1-gen-2014 | Antonini, Mattia; Simone, Cirani; Gianluigi, Ferrari; Paolo, Medagliani; Marco, Picone; Luca, Veltri | |
| MetaNChemo: A meta-heuristic neural-based framework for chemometric analysis | 1-gen-2020 | Antonini, Mattia; Gaiardo, Andrea; Vecchio, Massimo | |
| mPickle: Pickle for MicroPython | 1-gen-2026 | Antonini, Mattia; Vecchio, Massimo; Antonelli, Fabio | |
| Resource Characterisation of Personal-Scale Sensing Models on Edge Accelerators | 1-gen-2019 | Antonini, Mattia; Huy Vu, Tran; Min, Chulhong; Montanari, Alessandro; Mathur, Akhil; Kawsar, Fahim | |
| Smart Audio Sensors in the Internet of Things Edge for Anomaly Detection | 1-gen-2018 | Antonini, Mattia; Vecchio, Massimo; Antonelli, Fabio; Ducange, Pietro; Perera, Charith | |
| Tiny-MLOps: a framework for orchestrating ML applications at the far edge of IoT systems | 1-gen-2022 | Antonini, Mattia; Pincheira, Miguel; Vecchio, Massimo; Antonelli, Fabio | |
| Toward Compliance and Transparency in Raw Material Sourcing With Blockchain and Edge AI | 1-gen-2025 | Khiari, Abderrahim; Osman, Anas; Vecchio, Massimo; Antonini, Mattia; Pincheira, Miguel |