Dario Bruneo

University of Messina — Italy

Computer Science · Physical Sciences

26h-index2.2kcitations146works0.32yr avg
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Research Topics

IoT and Edge/Fog Computing(49), Cloud Computing and Resource Management(33), Context-Aware Activity Recognition Systems(17), Software-Defined Networks and 5G(15), Energy Efficient Wireless Sensor Networks(14)

Publications146 total

Enabling Efficient Federated Learning at the Edge through Sparse Forward-Forward Algorithm
2025
Sparse-FF: Enhancing Forward-Forward Efficiency by Promoting Sparsity
2025
Hippocampal Replay Mechanisms for Adaptive Memory Optimization: A Sleep-Inspired AI Framework
BioNanoScience·2025
Exploiting Synaptic Traces for Online Weight Adaptation in Spiking Autoencoder Networks
2025
Spiking Networked System for Anomaly Detection in Vision-Guided Robots
2025
Message from the General and TPC Co-Chairs; SMARTCOMP 2024
2024
Leveraging Homeostatic Plasticity to Enable Anomaly Detection in Spiking Neural Networks
2024· 2 cited
A Numerical Comparison of Deeply Quantized Models for sEMG Hand Gesture Classification on Constrained Devices
2024
A Process Mining-based unsupervised Anomaly Detection technique for the Industrial Internet of Things
Internet of Things·2023· 9 citedOpen Access
µ-FF: On-Device Forward-Forward Training Algorithm for Microcontrollers
2023· 12 cited
A Novel Echo State Network Autoencoder for Anomaly Detection in Industrial IoT Systems
IEEE Transactions on Industrial Informatics·2022· 21 cited
Traffic Condition Estimation at the Smart City Edge using Deep Learning: A Ro-Pax Terminal Case Study
2022 IEEE International Smart Cities Conference (ISC2)·2022· 6 cited
On-Device Training of Deep Learning Models on Edge Microcontrollers
2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics)·2022· 20 cited
Innovative smart road management systems in the urban context: Integrating smart sensors and miniaturized sensing systems
Structural Control and Health Monitoring·2022· 12 citedOpen Access
A fog-assisted system to defend against Sybils in vehicular crowdsourcing
Pervasive and Mobile Computing·2022· 5 citedOpen Access
Detecting Faults at the Edge via Sensor Data Fusion Echo State Networks
Sensors·2022· 7 citedOpen Access
A web platform for the management of road survey and maintenance information: A preliminary step towards smart road management systems
Structural Control and Health Monitoring·2021· 21 citedOpen Access
Remaining Useful Life Prediction based on Degradation Model: Application to a Scale Replica Assembly Plant
2021
ASSISTO eCARE 4.0 -- An IoT- and AI-based architecture for assisted active aging
EAI Endorsed Transactions on Pervasive Health and Technology·2021· 1 citedOpen Access
Remaining Useful Life Prediction of Broken Rotor Bar Based on Data-Driven and Degradation Model
Applied Sciences·2021· 25 citedOpen Access
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Frequent Co-authors

Antonio Puliafito(31), Francesco Longo(26), Salvatore Distefano(22), Giovanni Merlino(19), Fabrizio De Vita(11), Marco Scarpa(9), Sajal K. Das(5), Rustem Dautov(4), Giorgio Nocera(4), Massimo Villari(3), Valeria Tomaselli(3), Alfonso Panarello(2), Giovanni Cicceri(2), A. Zaia(2), Davide Giacalone(2), Audric Lhoas(2), Giovanni Nardini(2), Antonio Virdis(2), Giovanni Stea(2), Islem Bejaoui(2)