Publications

Achille Salaün, Simon Knight, Laura Wingfield, Tingting Zhu (2024). Interpretable Machine Learning in Kidney Offering: Multiple Outcome Prediction for Accepted Offers. In Scientific Reports.

Laura Wingfield, Achille Salaün, Aparajita Khan, Helena Webb, Tingting Zhu, Simon Knight (2024). Clinical Decision Support Systems Used in Transplantation: Are They Tools for Success or an Unnecessary Gadget? A Systematic Review. In Transplantation.

François Desbouvries, Achille Salaün, Yohan Petetin (2023). Expressivity of Hidden Markov Chains vs. Recurrent Neural Networks from a system theoretic viewpoint. In IEEE Transactions on Signal Processing.

Achille Salaün (2021). Alarm prediction in networks via space-time pattern matching and machine learning.

Anne Bouillard, Marc-Olivier Buob, Achille Salaün, Maxime Raynal (2020). DIG-DAG: stockage et recherche de motifs dans un flux d'événements. In ALGOTEL.

Achille Salaün, Anne Bouillard, Marc-Olivier Buob (2020). Demo abstract: end-to-end root cause analysis of a mobile network. In INFOCOM.

Achille Salaün, Yohan Petetin, François Desbouvries (2019). Comparing the modeling powers of RNN and HMM. In ICMLA.

Achille Salaün, Anne Bouillard, Marc-Olivier Buob (2019). Space-time pattern extraction in alarm logs for network diagnosis. In MLN.

Anne Bouillard, Marc-Olivier Buob, Maxime Raynal, Achille Salaün (2018). Log analysis via space-time pattern matching. In CNSM.