Search Results for author: Domenico Ciuonzo

Found 2 papers, 0 papers with code

Distributed Detection Fusion in Clustered Sensor Networks over Multiple Access Fading Channels

no code implementations26 Mar 2022 Sami Aldalahmeh, Domenico Ciuonzo

In this paper, we tackle decision fusion for distributed detection in a randomly-deployed clustered wireless sensor networks (WSNs) operating over a non-ideal multiple access channels (MACs), i. e. considering Rayleigh fading, pathloss and additive noise.

A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification

no code implementations9 Jul 2021 Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi

The recent popularity growth of Deep Learning (DL) re-ignited the interest towards traffic classification, with several studies demonstrating the accuracy of DL-based classifiers to identify Internet applications' traffic.

Class Incremental Learning Incremental Learning +1

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