Log Analysis via Space-time Pattern Matching. - Anne Bouillard; Marc-Olivier Buob; Maxime Raynal; Achille Salaün (CNSM, 2018)

Comparing the Modeling Powers of RNN and HMM. - Achille Salaün; Yohan Petetin; François Desbouvries (ICMLA, 2019)

Space-Time Pattern Extraction in Alarm Logs for Network Diagnosis. - Achille Salaün; Anne Bouillard; Marc-Olivier Buob (MLN, 2019)

Demo Abstract: End-to-end Root Cause Analysis of a Mobile Network. - Achille Salaün; Anne Bouillard; Marc-Olivier Buob (INFOCOM Workshops, 2020)

Prédiction d'alarmes dans les réseaux via la recherche de motifs spatio-temporels et l'apprentissage automatique. (Alarm prediction in networks via space-time pattern matching and machine learning). - Achille Salaün (2021)

Expressivity of Hidden Markov Chains vs. Recurrent Neural Networks From a System Theoretic Viewpoint. - François Desbouvries; Yohan Petetin; Achille Salaün (IEEE Trans. Signal Process., 2023)

Sample Selection Bias in Machine Learning for Healthcare. - Vinod Kumar Chauhan; Lei A. Clifton; Achille Salaün; Huiqi Yvonne Lu; Kim Branson 001; Patrick Schwab; Gaurav Nigam; David A. Clifton (CoRR, 2024)