Learning Probabilistic Relational Models Using an Ontology of Transformation Processes. - Melanie Munch; Pierre-Henri Wuillemin; Cristina E. Manfredotti; Juliette Dibie; Stéphane Dervaux (OTM Conferences (2), 2017)

Identifying Control Parameters in Cheese Fabrication Process Using Precedence Constraints. - Melanie Munch; Pierre-Henri Wuillemin; Juliette Dibie; Cristina E. Manfredotti; Thomas Allard; Solange Buchin; Elisabeth Guichard (DS, 2018)

Towards Interactive Causal Relation Discovery Driven by an Ontology. - Melanie Munch; Juliette Dibie; Pierre-Henri Wuillemin; Cristina E. Manfredotti (FLAIRS, 2019)

Interactive Causal Discovery in Knowledge Graphs. - Melanie Munch; Juliette Dibie-Barthélemy; Pierre-Henri Wuillemin; Cristina E. Manfredotti (PROFILES/SEMEX@ISWC, 2019)

A Process Reverse Engineering Approach Using Process and Observation Ontology and Probabilistic Relational Models: Application to Processing of Bio-composites for Food Packaging. - Mélanie Münch; Patrice Buche; Cristina E. Manfredotti; Pierre-Henri Wuillemin; Hélène Angellier-Coussy (MTSR, 2021)

Combining ontology and probabilistic models for the design of bio-based product transformation processes. - Mélanie Münch; Patrice Buche; Stéphane Dervaux; Juliette Dibie; Liliana Ibanescu; Cristina E. Manfredotti; Pierre-Henri Wuillemin; Hélène Angellier-Coussy (Expert Syst. Appl., 2022)

Formalising contextual expert knowledge for causal discovery in linked knowledge graphs about transformation processes: application to processing of bio-composites for food packaging. - Melanie Munch; Patrice Buche; Hélène Angellier-Coussy; Cristina E. Manfredotti; Pierre-Henri Wuillemin (Int. J. Metadata Semant. Ontologies, 2022)

Bridging Modeling and Domain Expertise Through Visualization: A Case Study on Bread-Making with Bayesian Networks. - Omi H. Johnson; Melanie Munch; Kamal Kansou; Cédric Baudrit; Anastasia Bezerianos; Nadia Boukhelifa (CHI Extended Abstracts, 2025)