7 citations · 7 across the 1 of their papers we have counts for
3 papers
Overcoming Catastrophic Forgetting: Continual Learning for Radar Waveform Classification
Mohamed Rabie, Chinthana J. Panagamuwa, Konstantinos G. Kyriakopoulos
Automated radar waveform recognition classifies the waveform and modulation type of a received signal. As new waveform variants appear over time, a deployed classifier must learn t…
ELC: Evidential Lifelong Classifier for Uncertainty Aware Radar Pulse Classification
Mohamed Rabie, Chinthana Panagamuwa, Konstantinos G. Kyriakopoulos
Reliable radar pulse classification is essential in Electromagnetic Warfare for situational awareness and decision support. Deep Neural Networks have shown strong performance in ra…
Maximizing Uncertainty for Federated learning via Bayesian Optimisation-based Model Poisoning
Marios Aristodemou, Xiaolan Liu, Yuan Wang +3
As we transition from Narrow Artificial Intelligence towards Artificial Super Intelligence, users are increasingly concerned about their privacy and the trustworthiness of machine…