crossrefMachine Learning and Knowledge Extraction2025-07-16Cited by 4
Transformer-Driven Fault Detection in Self-Healing Networks: A Novel Attention-Based Framework for Adaptive Network Recovery
Parul Dubey, Pushkar Dubey, Pitshou N. Bokoro
Fault detection and remaining useful life (RUL) prediction are critical tasks in self-healing network (SHN) environments and industrial cyber–physical systems. These domains demand intelligent systems capable of handling dynamic, high-dimensional sensor data. However, existing op…