Lénaïg Cornanguer

According to our database, Lénaïg Cornanguer authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

TADAM: Learning Timed Automata from Noisy Observations.

Lénaïg Cornanguer, Pierre-François Gimenez

Proceedings of the 2025 SIAM International Conference on Data Mining, 2025

SPACETIME: Causal Discovery from Non-Stationary Time Series.

Sarah Mameche, Lénaïg Cornanguer, Urmi Ninad, Jilles Vreeken

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2023

Timed automata learning from time series. (Apprentissage automatique d'automates temporisés à partir de séries temporelles).

Lénaïg Cornanguer

PhD thesis, 2023

Persistence-Based Discretization for Learning Discrete Event Systems from Time Series.

Lénaïg Cornanguer, Christine Largouët, Laurence Rozé, Alexandre Termier

CoRR, 2023

2022

TAG: Learning Timed Automata from Logs.

Lénaïg Cornanguer, Christine Largouët, Laurence Rozé, Alexandre Termier

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Passive learning of Timed Automata from logs (Student Abstract).

Lénaïg Cornanguer

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021