Melanie Munch

According to our database, Melanie Munch authored at least 8 papers between 2017 and 2025.

Collaborative distances:

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

2025

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

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2025

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

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

2021

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

Proceedings of the Metadata and Semantic Research - 15th International Conference, 2021

2019

Interactive Causal Discovery in Knowledge Graphs.

Melanie Munch, Juliette Dibie-Barthélemy, Pierre-Henri Wuillemin, Cristina E. Manfredotti

Proceedings of the Joint Proceedings of the 6th International Workshop on Dataset PROFlLing and Search & the 1st Workshop on Semantic Explainability co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019

Towards Interactive Causal Relation Discovery Driven by an Ontology.

Melanie Munch, Juliette Dibie, Pierre-Henri Wuillemin, Cristina E. Manfredotti

Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

2018

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

Proceedings of the Discovery Science - 21st International Conference, 2018

2017

Learning Probabilistic Relational Models Using an Ontology of Transformation Processes.

Melanie Munch, Pierre-Henri Wuillemin, Cristina E. Manfredotti, Juliette Dibie, Stéphane Dervaux

Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017