Manfredotti Cristina

Associate Professor, MMIP, AgroParisTech

Joined

April 2024

Names

Manfredotti Cristina (Preferred)

Cristina E. Manfredotti

Cristina manfredotti

Emails

****@agroparistech.fr (Confirmed)

Personal Links

Career & Education History

Associate Professor

MMIP, AgroParisTech (agroparistech.fr)

2015 – Present

Advisors, Relations & Conflicts

Coauthor

Vincent Guigue

2022 – Present

Coauthor

FATIHA SAIS

2022 – Present

Coauthor

Antoine Cornuéjols

2015 – Present

Coauthor

Paolo Viappiani

2008 – Present

Postdoc Advisor

Sandra Zilles

2009 – 2010

Postdoc Advisor

Howard J. Hamilton

2009 – 2010

PhD Advisee

David J. Fleet

2008 – 2009

PhD Advisor

Enza Messina

2005 – 2009

Expertise

machine learning

Present

knowledge representation

Present

Publications

Drought forecasting using a hybrid neural architecture for integrating time series and static data
Julian Agudelo, Vincent Guigue, Cristina E. Manfredotti, Hadrien Piot
- CoRR 2025
- Readers: Everyone
NutriKG - un graphe de connaissances pour modéliser les préférences et les besoins nutritionnels
Alexandre Combeau, Fatiha Saïs, Naggeta Kumari, Stéphane Dervaux, Cristina E. Manfredotti, Vincent Guigue, Paolo Viappiani
- IC 2025
- Readers: Everyone
Modélisation du caractère séquentiel des repas pour améliorer la performance d'un système de recommandation alimentaire
Noémie Jacquet, Vincent Guigue, Cristina E. Manfredotti, Fatiha Saïs, Stéphane Dervaux, Paolo Viappiani
- EGC 2024
- Readers: Everyone
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
- Published: 01 Jan 2022, Last Modified: 12 Feb 2024
- Expert Syst. Appl. 2022
- Readers: Everyone
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
- Published: 01 Jan 2022, Last Modified: 12 Feb 2024
- Int. J. Metadata Semant. Ontologies 2022
- Readers: Everyone
A Bayesian Interpretation of the Monty Hall Problem with Epistemic Uncertainty
Cristina E. Manfredotti, Paolo Viappiani
- MDAI 2021
- Readers: Everyone
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
- Published: 01 Jan 2021, Last Modified: 12 Feb 2024
- MTSR 2021
- Readers: Everyone
Interactive Causal Discovery in Knowledge Graphs
Melanie Munch, Juliette Dibie-Barthélemy, Pierre-Henri Wuillemin, Cristina E. Manfredotti
- Published: 01 Jan 2019, Last Modified: 12 Feb 2024
- PROFILES/SEMEX@ISWC 2019
- Readers: Everyone
Towards Interactive Causal Relation Discovery Driven by an Ontology
Melanie Munch, Juliette Dibie, Pierre-Henri Wuillemin, Cristina E. Manfredotti
- Published: 01 Jan 2019, Last Modified: 12 Feb 2024
- FLAIRS 2019
- Readers: Everyone
Exploring Eating Behaviours Modelling for User Clustering
Sema Akkoyunlu, Cristina E. Manfredotti, Antoine Cornuéjols, Nicolas Darcel, Fabien Delaere
- HealthRecSys@RecSys 2018
- Readers: Everyone

View all 25 publications

Co-Authors

View all 39 co-authors