Christine Largouet

Christine Largouët

Associate Professor in Computer Science - Artificial Intelligence

Institut Agro Rennes-Angers, IRISA Laboratory

About Me

I am an associate professor in computer science at Institut Agro Rennes-Angers and
member of the IRISA Laboratory in the IRISA/INRIA team LACODAM .

Research interests:

  • Learning Timed Behavioral Models
  • Explainable AI
  • Complex Systems Modelling and Analysis with Timed Automata and Model-Checking
  • Data-Driven Decision Support (with application in agroecology)
Since 2006, I lead the Computer Science Teaching Unit at L'Institut Agro Rennes-Angers.

From 2003 to 2006, I moved to the University of new-Caledonia and worked with the IRD research laboratory in Nouméa.

Publications - complete list in Hal or Scholar

Impact of Explanation Techniques and Representations on Users Comprehension and Confidence in Explainable AI Conference

Julien Delaunay, Luis Galárraga, Christine Largouët and Niels Van Berkel
The 28th ACM Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) 2025, accepted paper

Expliquer une boîte noire sans boîte noire Journal

Julien Delaunay, Luis Galárraga, Christine Largouët
Revue TAL: traitement automatique des langues 2024 (64-3)    

Estimation of gestating sows’ welfare status based on machine learning methods and behavioral data Journal

Maëva Durand, Christine Largouët, Louis Bonneau de Beaufort, Jean-Yves Dourmad, Charlotte Gaillard
Scientific Reports, 2023, 13 (1)    

Prediction of the nutritional requirements of gestating sows using sensor data and machine-learning algorithms Conference

Maëva Durand, Christine Largouët, Louis Bonneau de Beaufort, Jean-Yves Dourmad, Charlotte Gaillard
Animal Science proceedings 2024    

Prediction of the daily nutrient requirements of gestating sows based on sensor data and machine-learning algorithms Journal

Maëva Durand (1) , Christine Largouët (2, 3) , Louis Bonneau de Beaufort (2, 3) , Jean-Yves Dourmad (1) , Charlotte Gaillard (1)
Journal of Animal Science, 2023    

A dataset to study group-housed sows' individual behaviours and production responses to different short-term events Journal

Maëva Durand, Christine Largouët, Louis Bonneau de Beaufort, Jean-Yves Dourmad, Charlotte Gaillard
Scientific Reports, 2023, 13 (1)    

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

Lénaïg Cornanguer, Christine Largouët, Laurence Rozé, Alexandre Termier
MLmDS 2023 - AAAI Workshop When Machine Learning meets Dynamical Systems: Theory and Applications, 2023    

Adaptation of AI Explanations to Users' Roles Workshop

Julien Delaunay, Christine Largouët, Luis Galárraga, Niels Van Berkel
HCXAI 2023 - Workshop on Human-Centered Explainable AI, 2023    

TAG: Learning Timed Automata from Logs Conference

Lénaïg Cornanguer, Christine Largouët, Laurence Rozé, Alexandre Termier
AAAI 2022 - 36th AAAI Conference on Artificial Intelligence, 2022    

When Should We Use Linear Explanations? Conference

Julien Delaunay, Luis Galárraga, Christine Largouët
CIKM 2022 - 31st ACM International Conference on Information and Knowledge Management, ACM, Oct 2022,    

Effects of the environment and animal behavior on nutrient requirements for gestating sows: Future improvements in precision feeding Journal

Charlotte Gaillard, Maëva Durand, Christine Largouët, Jean-Yves Dourmad, Céline Tallet
Animal Feed Science and Technology, 2021    

Online forecasting of daily feed intake in lactating sows supported by offline time-series clustering, for precision livestock farming Journal

Raphaël Gauthier, Christine Largouët, Laurence Rozé, Jean-Yves Dourmad
Computers and Electronics in Agriculture, Elsevier, 2021    

Netspot: a simple Intrusion Detection System with statistical learning Conference

Alban Siffer, Alexandre Termier, Pierre-Alain Fouque, Christine Largouët
TrustCom 2020 - IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications, 2020    

Improving Anchor-based Explanations Conference

Julien Delaunay, Luis Galárraga, Christine Largouët
CIKM 2020 - 29th ACM International Conference on Information and Knowledge Management, 2020    

Dynamic modeling of nutrient use and individual requirements of lactating sows Journal

Raphaël Gauthier, Christine Largouët, Charlotte Gaillard, Laetitia Cloutier, Frédéric Guay, Jean-Yves Dourmad
Journal of Animal Science, Vol 97(7), 2019    

Are your data data gathered? The Folding Test of Unimodality Conference

Alban Siffer, Pierre-Alain Fouque, Alexandre Termier, Christine Largouët
CM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD18), 2018    

Anomaly Detection in Streams with Extreme Value Theory Conference

Alban Siffer, Pierre-Alain Fouque, Alexandre Termier, Christine Largouët
CM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD17), 2017    

Temporal Planning with extended Timed Automata Conference

Christine Largouët, Omar Krichen, Yulong Zhao
International Conference on Tools with Artificial Intelligence (ICTAI 2016), 2016    

Searching for Cost-Optimized Strategies: An Agricultural Application Conference

Christine Largouët, Yulong Zhao, Marie-Odile Cordier
International Conference on Decision Support System Technology (ICDSST 2016), 2016    

Integrating socio-economic drivers in an explicit-time, qualitative fisheries model: EcoMata Colloque

Christine Largouët, Yves-Marie Bozec, Yulong Zhao
MSEAS 2016 Understanding marine socio-ecological systems: including the human dimension in Integrated Ecosystem Assessments, 2016    

Model-Checking an Ecosystem Model for Decision-Aid Conference

Marie-Odile Cordier, Christine Largouët, Yulong Zhao
International Conference on Tools with Artificial Intelligence (ICTAI 2014), 2014    

Répondre aux questions "Que faire pour " par synthèse de contrôleur sur des automates temporisés - Application à la gestion de la pêche Conference

Yulong Zhao, Marie-Odile Cordier, Christine Largouët
Reconnaissance des Formes et Intelligence Artificielle (RFIA 2012), 2012    

Use Of Timed Automata And Model-Checking To Explore Scenarios
On Ecosystem Models Journal

Christine Largouët, Marie-Odile Cordier, Yves-Marie Bozec, Guy Fontenelle
Environmental Modelling and Software (Vol 30), 2011    

EcoMata : Un logiciel d'aide à la décision pour améliorer la gestion des écosystèmes Journal

Yulong Zhao, Christine Largouët, Marie-Odile Cordier
Revue des Sciences et Technologies de l'Information, (Vol Vol 16(3)), 2011    

Patrons de scénarios pour l'exploration qualitative d'un écosystème Conference

Christine Largouët, Marie-Odile Cordier
Reconnaissance des Formes et Intelligence Artificielle (RFIA 2010), 2010

OntoMap: ontologie et cartes cognitives Conference

Louis Bonneau de Beaufort, Guy Fontenelle, Christine Largouët
Reconnaissance des formes et intelligence artificielle (RFIA 2010), 2010

Scenario templates to analyse qualitative ecosystem models Conference

Christine Largouët, Marie-Odile Cordier, Guy Fontenelle
International Congress on Modelling and Simulation (MODSIM'09), 2009

Apprentissage incrémental de règles de décision à partir de données d'un simulateur Journal

Marie-Odile Cordier, Thomas Guyet, Christine Largouët, Véronique Masson, Henri-Maxime Suchier
Congrès Informatique des organisations et systèmes d'informations et de décision (INFORSID), 2009    

Modèles graphiques pour le raisonnement temporel et spatial Book Chapter

Jean-François Mari, Christine Largouët
Raisonnements sur l'espace et le temps : des modèles aux applications, Traité IGAT, série Géomatique, pp. 249-271, Lavoisier, 2007    

Reconnaissance de l'occupation du sol à l'aide d'un automate temporisé Book Chapter

Christine Largouët, Marie-Odile Cordier
Raisonnements sur l'espace et le temps : des modèles aux applications, Traité IGAT, série Géomatique, pp. 317-332, Lavoisier, 2007.    

Modelling coral reef habitat trajectories: evaluation of an integrated timed automata and remote-sensing approach Journal

Julie Scopélitis, Serge Andrefouët, Christine Largouët
Ecological Modelling (Vol 205:1-2), 2007    

Le système EAUNET : un système d'information intégrant une modélisation dynamique des risques de pollution pour l'aide à la gestion de l'eau doucespatio-temporels Journal

Morgan Mangeas, Christine Largouët, Touraïvane, Didier Lille
Revue Ingéniérie des Systèmes d'Information, (Vol 10-4), 2005    

Automata Slicing for Diagnosing Discrete-Event Systems with Partially Ordered Observations Conference

Alban Grastien, Marie-Odile Cordier, Christine Largouët
Advances in Artificial Intelligence (AI*IA'05), 2005

Incremental Diagnosis of Discrete-Event Systems Journal

International Join Conference in Artificial Intelligence (IJCAI'05), 2005
Alban Grastien, Marie-Odile Cordier, Christine Largouët

First Step Towards Incremental Diagnosis for Discrete-Event Systems Journal

Alban Grastien, Marie-Odile Cordier, Christine Largouët
Canadian Conference on Artificial Intelligence (AI'05), 2005    

Efficient trajectories computing exploiting inversibility properties Journal

Marie-Odile Cordier, Alban Grastien, Christine Largouët, Yannick Pencolé
International workshop on principles of Diagnosis (DX'03)    

Improving the Landcover Classification using Domain Knowledge Journal

Christine Largouët, Marie-Odile Cordier
AI Communication special issue on Environmental Sciences and Artificial Intelligence (Vol 14-1), 2001    

Using model-checking techniques for diagnosing discrete-event systems Journal

Marie-Odile Cordier, Christine Largouët
International Workshop on Principles of diagnosis (DX'01), 2001    

Adding Probabilities to timed automata to improve landcover classification Journal

Christine Largouët, Marie-Odile Cordier
Workshop Spatio-Temporal Reasoning and Geographic Information Systems (ECSQARU 2001), 2001    

Timed Automata Model to Improve the Classification of a Sequence of Images Journal

Christine Largouët, Marie-Odile Cordier
European Conference on Artificial Intelligence (ECAI'2000), 2000    

Improving the Landcover Classification using Domain Knowledge Journal

Christine Largouët, Marie-Odile Cordier
International Society for Photogrammetry and Remote Sensing (ISPRS'2000), 2000    

Combining observations and expectations: application to the refinement of an image sequence classification Journal

Christine Largouët, Marie-Odile Cordier
Workshop on Fusion of Domain Knowledge with Data for Decision Support (UAI'2000), 2000