Predictive Models of Hard Drive Failures Based on Operational Data. - Nicolas Aussel; Samuel Jaulin; Guillaume Gandon; Yohan Petetin; Eriza Fazli; Sophie Chabridon (ICMLA, 2017)

Improving Performances of Log Mining for Anomaly Prediction Through NLP-Based Log Parsing. - Nicolas Aussel; Yohan Petetin; Sophie Chabridon (MASCOTS, 2018)

Real-time anomaly detection with in-flight data: streaming anomaly detection with heterogeneous communicating agents. (Détection des anomalies sur les données en vol en temps réel avec des agents communicants hétérogènes). - Nicolas Aussel (2019)

Combining Federated and Active Learning for Communication-efficient Distributed Failure Prediction in Aeronautics. - Nicolas Aussel; Sophie Chabridon; Yohan Petetin (CoRR, 2020)