76 citations · 170 across the 12 of their papers we have counts for
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eess.SY2023★ 7 cited
A Multi-task Learning Framework for Drone State Identification and Trajectory Prediction
Antreas Palamas, Nicolas Souli, Tania Panayiotou +2
The rise of unmanned aerial vehicle (UAV) operations, as well as the vulnerability of the UAVs' sensors, has led to the need for proper monitoring systems for detecting any abnorma…
cs.LG2023★ 8 cited
Machine Learning for Real-Time Anomaly Detection in Optical Networks
Sadananda Behera, Tania Panayiotou, Georgios Ellinas
This work proposes a real-time anomaly detection scheme that leverages the multi-step ahead prediction capabilities of encoder-decoder (ED) deep learning models with recurrent unit…