Christine Largouët

Christine Largouët is a tenured Associate Professor in Computer Science at Institut Agro Rennes-Angers, where she leads the Computer Science Teaching Unit since 2006. She is an associate researcher with the DREAM team at IRISA (Institute for Research in Computer Science and Random Systems) and part of the LACODAM team at IRISA/INRIA. Her academic journey includes teaching positions at University of New-Caledonia (2003-2005) and research collaborations with INRAE, IRISA, and INRIA.

• HDR: Université de Rennes 1 (2019)
• PhD: Université de Rennes 1 (2000)

Her research bridges Artificial Intelligence with Agroecology, focusing on:

• Learning Timed Behavioral Models
• Explainable AI for decision transparency
• Complex Systems Modelling and Analysis
• Data-Driven Decision Support frameworks
• Applications to Ecosystem Management and Precision Livestock Farming

She employs formal methods like Timed Automata and Model-Checking to analyze agricultural systems and animal behavior patterns.

Recent publications demonstrate her work on:

• Explainable AI interfaces for behavioral data interpretation
• Timed Automata for agricultural system modeling
• Machine Learning applications in swine nutrition and welfare
• Intrusion Detection Systems for agricultural IoT
• Environmental Modeling with formal verification

Her methodological contributions include persistence-based discretization and role-adaptive explanation frameworks.