Laure Crochepierre

According to our database, Laure Crochepierre authored at least 11 papers between 2019 and 2023.

Collaborative distances:

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

2023

A Semi-automatic Framework Towards Building Electricity Grid Infrastructure Management Ontology: A Case Study and Retrospective.

Abdelhadi Belfadel, Maxence Gagnant, Matthieu Dussartre, Jérôme Picault, Laure Crochepierre, Sana Tmar

Proceedings of the Web Information Systems Engineering - WISE 2023, 2023

Grid2Onto: An Application Ontology for Knowledge Capitalisation to Assist Power Grid Operators.

Emna Amdouni, Mostepha Khouadjia, Maroua Meddeb, Antoine Marot, Laure Crochepierre, Walid Achour

Proceedings of the Joint Ontology Workshops 2023 Episode IX: The Quebec Summer of Ontology co-located with the 13th International Conference on Formal Ontology in Information Systems (FOIS 2023), 2023

2022

Apprentissage automatique interactif pour les opérateurs du réseau électrique. (Interactive Machine Learning for power system operators).

Laure Crochepierre

PhD thesis, 2022

A Reinforcement Learning Approach to Domain-Knowledge Inclusion Using Grammar Guided Symbolic Regression.

Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant

CoRR, 2022

Interactive Reinforcement Learning for Symbolic Regression from Multi-Format Human-Preference Feedbacks.

Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Interactive Feature Extraction using Implicit Knowledge Elicitation : Application to Power System Expertise.

Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Towards an AI Assistant for Power Grid Operators.

Antoine Marot, Alexandre Rozier, Matthieu Dussartre, Laure Crochepierre, Benjamin Donnot

Proceedings of the HHAI 2022: Augmenting Human Intellect, 2022

2021

Approche interactive d'extraction de variables interprétables et explicatives pour la gestion des contraintes du réseau électrique français.

Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant

Proceedings of the Extraction et Gestion des Connaissances, 2021

2020

Towards an AI assistant for human grid operators.

Antoine Marot, Alexandre Rozier, Matthieu Dussartre, Laure Crochepierre, Benjamin Donnot

CoRR, 2020

Interpretable Dimensionally-Consistent Feature Extraction from Electrical Network Sensors.

Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

2019

Interpreting Atypical Conditions in Systems with Deep Conditional Autoencoders: The Case of Electrical Consumption.

Antoine Marot, Antoine Rosin, Laure Crochepierre, Benjamin Donnot, Pierre Pinson, Lydia Boudjeloud-Assala

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019