selected publications

• blog posting

  • Combining Federated and Active Learning for Communication-efficient Distributed Failure Prediction in Aeronautics.  arXiv (Cornell University). 2020

• conference paper

  • Spatio-temporal convolutional neural networks for failure prediction.  HAL (Le Centre pour la Communication Scientifique Directe). 2019
  • Improving Performances of Log Mining for Anomaly Prediction Through NLP-Based Log Parsing.  . 237-243. 2018
  • Predictive Models of Hard Drive Failures Based on Operational Data.  2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA). 619-625. 2017