Mattia Antonini

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 11

Top Topics

Anomalous Behavior

Unsupervised Learning

Neural Architectures

Service Discovery

Top Venues

IEEE Internet Things Mag.

Publications

Mattia Antonini, Miguel Pincheira, Massimo Vecchio, Fabio Antonelli
An Adaptable and Unsupervised TinyML Anomaly Detection System for Extreme Industrial Environments. Sensors 23 (4) (2023)
Mattia Antonini, Miguel Pincheira, Massimo Vecchio, Fabio Antonelli
A TinyML approach to non-repudiable anomaly detection in extreme industrial environments. MetroInd4.0& IoT (2022)
Mattia Antonini, Miguel Pincheira, Massimo Vecchio, Fabio Antonelli
Tiny-MLOps: a framework for orchestrating ML applications at the far edge of IoT systems. EAIS (2022)
Miguel Pincheira, Mattia Antonini, Massimo Vecchio
Integrating the IoT and Blockchain Technology for the Next Generation of Mining Inspection Systems. Sensors 22 (3) (2022)
Raffaele Giaffreda, Mattia Antonini
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. 3 (4) (2020)
Mattia Antonini, Andrea Gaiardo, Massimo Vecchio
MetaNChemo: A meta-heuristic neural-based framework for chemometric analysis. Appl. Soft Comput. 97 (Part B) (2020)
Mattia Antonini, Massimo Vecchio, Fabio Antonelli
Fog Computing Architectures: A Reference for Practitioners. IEEE Internet Things Mag. 2 (3) (2019)
Zaffar Haider Janjua, Massimo Vecchio, Mattia Antonini, Fabio Antonelli
IRESE: An intelligent rare-event detection system using unsupervised learning on the IoT edge. Eng. Appl. Artif. Intell. 84 (2019)
Mattia Antonini, Massimo Vecchio, Fabio Antonelli
Fog Computing Architectures: a Reference for Practitioners. CoRR (2019)
Mattia Antonini, Massimo Vecchio, Fabio Antonelli, Pietro Ducange, Charith Perera
Smart Audio Sensors in the Internet of Things Edge for Anomaly Detection. IEEE Access 6 (2018)
Mattia Antonini, Paolo Cova, Nicola Delmonte, Alberto Castellazzi
GaN transistors efficient cooling by graphene foam. Microelectron. Reliab. (2018)
Mattia Antonini, Simone Cirani, Gianluigi Ferrari, Paolo Medagliani, Marco Picone, Luca Veltri
Lightweight multicast forwarding for service discovery in low-power IoT networks. SoftCOM (2014)