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Mattia Antonini
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Resource Characterisation of Personal-Scale Sensing Models on Edge Accelerators
M Antonini, TH Vu, C Min, A Montanari, A Mathur, F Kawsar
Proceedings of the First International Workshop on Challenges in Artificial …, 2019
612019
IRESE: An intelligent rare-event detection system using unsupervised learning on the IoT edge
ZH Janjua, M Vecchio, M Antonini, F Antonelli
Engineering Applications of Artificial Intelligence 84, 41-50, 2019
532019
Smart Audio Sensors in the Internet of Things Edge for Anomaly Detection
M Antonini, M Vecchio, F Antonelli, P Ducange, C Perera
IEEE Access 6, 67594-67610, 2018
512018
Lightweight multicast forwarding for service discovery in low-power IoT networks
M Antonini, S Cirani, G Ferrari, P Medagliani, M Picone, L Veltri
2014 22nd International Conference on Software, Telecommunications and …, 2014
372014
Fog Computing Architectures: A Reference for Practitioners
M Antonini, M Vecchio, F Antonelli
IEEE Internet of Things Magazine 2 (3), 19-25, 2019
332019
An Adaptable and Unsupervised TinyML Anomaly Detection System for Extreme Industrial Environments
M Antonini, M Pincheira, M Vecchio, F Antonelli
Sensors 23 (4), 2344, 2023
212023
Integrating the IoT and Blockchain Technology for the Next Generation of Mining Inspection Systems
M Pincheira, M Antonini, M Vecchio
Sensors 22 (3), 899, 2022
202022
TinyMLOps: a framework for orchestrating ML applications at the far edge of IoT systems
M Antonini, M Pincheira, M Vecchio, F Antonelli
2022 IEEE International Conference on Evolving and Adaptive Intelligent …, 2022
152022
A TinyML approach to non-repudiable anomaly detection in extreme industrial environments
M Antonini, M Pincheira, M Vecchio, F Antonelli
2022 IEEE International Workshop on Metrology for Industry 4.0 & IoT …, 2022
122022
DiRPL: A RPL-Based Resource and Service Discovery Algorithm for 6LoWPANs
L Davoli, M Antonini, G Ferrari
Applied Sciences 9 (1), 33, 2019
82019
MetaNChemo: A meta-heuristic neural-based framework for chemometric analysis
M Antonini, A Gaiardo, M Vecchio
Applied Soft Computing 97, 106712, 2020
42020
From Edge Computing to Edge Intelligence: exploring novel design approaches to intelligent IoT applications
M Antonini
University of Trento, 2021
2021
IoT Technologies and Privacy in a Data-Bloated Society: Where Do We Stand in the Fight to Prepare for the Next Pandemic?
R Giaffreda, M Antonini
IEEE Internet of Things Magazine 3 (4), 2-3, 2020
2020
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