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 (ECML/PKDD (3), 2019)

Interpretable Dimensionally-Consistent Feature Extraction from Electrical Network Sensors. - Laure Crochepierre; Lydia Boudjeloud-Assala; Vincent Barbesant (ECML/PKDD (4), 2020)

Towards an AI assistant for human grid operators. - Antoine Marot; Alexandre Rozier; Matthieu Dussartre; Laure Crochepierre; Benjamin Donnot (CoRR, 2020)

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 (EGC, 2021)

Towards an AI Assistant for Power Grid Operators. - Antoine Marot; Alexandre Rozier; Matthieu Dussartre; Laure Crochepierre; Benjamin Donnot (HHAI, 2022)

Interactive Feature Extraction using Implicit Knowledge Elicitation : Application to Power System Expertise. - Laure Crochepierre; Lydia Boudjeloud-Assala; Vincent Barbesant (HICSS, 2022)

Interactive Reinforcement Learning for Symbolic Regression from Multi-Format Human-Preference Feedbacks. - Laure Crochepierre; Lydia Boudjeloud-Assala; Vincent Barbesant (IJCAI, 2022)

A Reinforcement Learning Approach to Domain-Knowledge Inclusion Using Grammar Guided Symbolic Regression. - Laure Crochepierre; Lydia Boudjeloud-Assala; Vincent Barbesant (CoRR, 2022)

Apprentissage automatique interactif pour les opérateurs du réseau électrique. (Interactive Machine Learning for power system operators). - Laure Crochepierre (2022)

Grid2Onto: An Application Ontology for Knowledge Capitalisation to Assist Power Grid Operators. - Emna Amdouni; Mostepha Khouadjia; Maroua Meddeb; Antoine Marot; Laure Crochepierre; Walid Achour (JOWO, 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 (WISE, 2023)