2 papers
cs.AI2025
Graph Neural Network-Based Semi-Supervised Open-Set Fault Diagnosis for Marine Machinery Systems
Chuyue Lou, M. Amine Atoui
Recently, fault diagnosis methods for marine machinery systems based on deep learning models have attracted considerable attention in the shipping industry. Most existing studies a…
cs.LG2023
Unknown Health States Recognition With Collective Decision Based Deep Learning Networks In Predictive Maintenance Applications
Chuyue Lou, M. Amine Atoui
At present, decision making solutions developed based on deep learning (DL) models have received extensive attention in predictive maintenance (PM) applications along with the rapi…