416 citations · 986 across the 17 of their papers we have counts for
3 papers · 2 filters
Concept Drift Detection in Federated Networked Systems
Dimitrios Michael Manias, Ibrahim Shaer, Li Yang +1
As next-generation networks materialize, increasing levels of intelligence are required. Federated Learning has been identified as a key enabling technology of intelligent and dist…
PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams
Li Yang, Dimitrios Michael Manias, Abdallah Shami
As the number of Internet of Things (IoT) devices and systems have surged, IoT data analytics techniques have been developed to detect malicious cyber-attacks and secure IoT system…
A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams
Li Yang, Abdallah Shami
In recent years, with the increasing popularity of "Smart Technology", the number of Internet of Things (IoT) devices and systems have surged significantly. Various IoT services an…