Cristina E. Manfredotti

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 11

Top Topics

Probabilistic Relational Models

Causal Discovery

Particle Filter

Top Venues

HealthRecSys@RecSys

FLAIRS Conference

Int. J. Metadata Semant. Ontologies

Publications

Mélanie Münch, Patrice Buche, Stéphane Dervaux, Juliette Dibie, Liliana Ibanescu, Cristina E. Manfredotti, Pierre-Henri Wuillemin, Hélène Angellier-Coussy
Combining ontology and probabilistic models for the design of bio-based product transformation processes. Expert Syst. Appl. 203 (2022)
Melanie Munch, Patrice Buche, Hélène Angellier-Coussy, Cristina E. Manfredotti, Pierre-Henri Wuillemin
Formalising contextual expert knowledge for causal discovery in linked knowledge graphs about transformation processes: application to processing of bio-composites for food packaging. Int. J. Metadata Semant. Ontologies 16 (1) (2022)
Cristina E. Manfredotti, Paolo Viappiani
A Bayesian Interpretation of the Monty Hall Problem with Epistemic Uncertainty. MDAI (2021)
Mélanie Münch, Patrice Buche, Cristina E. Manfredotti, Pierre-Henri Wuillemin, Hélène Angellier-Coussy
A Process Reverse Engineering Approach Using Process and Observation Ontology and Probabilistic Relational Models: Application to Processing of Bio-composites for Food Packaging. MTSR (2021)
Melanie Munch, Juliette Dibie-Barthélemy, Pierre-Henri Wuillemin, Cristina E. Manfredotti
Interactive Causal Discovery in Knowledge Graphs. PROFILES/SEMEX@ISWC (2019)
Melanie Munch, Juliette Dibie, Pierre-Henri Wuillemin, Cristina E. Manfredotti
Towards Interactive Causal Relation Discovery Driven by an Ontology. FLAIRS Conference (2019)
Sema Akkoyunlu, Cristina E. Manfredotti, Antoine Cornuéjols, Nicolas Darcel, Fabien Delaere
Exploring Eating Behaviours Modelling for User Clustering. HealthRecSys@RecSys (2018)
Melanie Munch, Pierre-Henri Wuillemin, Juliette Dibie, Cristina E. Manfredotti, Thomas Allard, Solange Buchin, Elisabeth Guichard
Identifying Control Parameters in Cheese Fabrication Process Using Precedence Constraints. DS (2018)
Melanie Munch, Pierre-Henri Wuillemin, Cristina E. Manfredotti, Juliette Dibie, Stéphane Dervaux
Learning Probabilistic Relational Models Using an Ontology of Transformation Processes. OTM Conferences (2) (2017)
Sema Akkoyunlu, Cristina E. Manfredotti, Antoine Cornuéjols, Nicolas Darcel, Fabien Delaere
Investigating Substitutability of Food Items in Consumption Data. HealthRecSys@RecSys (2017)
Mathieu Bouyrie, Cristina E. Manfredotti, Nadine Peyriéras, Antoine Cornuéjols
Denoising 3D Microscopy Images of Cell Nuclei using Shape Priors on an Anisotropic Grid. ICPRAM (2016)
Cristina E. Manfredotti, Cédric Baudrit, Juliette Dibie-Barthélemy, Pierre-Henri Wuillemin
Mapping Ontology with Probabilistic Relational Models. KEOD (2015)
Christophe Gonzales, Séverine Dubuisson, Cristina E. Manfredotti
A New Algorithm for Learning Non-Stationary Dynamic Bayesian Networks With Application to Event Detection. FLAIRS Conference (2015)
Luca Cattelani, Cristina E. Manfredotti, Enza Messina
A Particle Filtering Approach for Tracking an Unknown Number of Objects with Dynamic Relations. J. Math. Model. Algorithms Oper. Res. 13 (1) (2014)
Cristina E. Manfredotti, Kim Steenstrup Pedersen, Howard J. Hamilton, Sandra Zilles
Learning Models of Activities Involving Interacting Objects. IDA (2013)
Luca Cattelani, Cristina E. Manfredotti, Enza Messina
Multiple Object Tracking with Relations. ICPRAM (1) (2012)
Cristina E. Manfredotti, David J. Fleet, Howard J. Hamilton, Sandra Zilles
Simultaneous Tracking and Activity Recognition. ICTAI (2011)
Elisabetta Fersini, Enza Messina, Francesco Archetti, Cristina E. Manfredotti
Combining Gene Expression Profiles and Drug Activity Patterns Analysis: A Relational Clustering Approach. J. Math. Model. Algorithms 9 (3) (2010)
Cristina E. Manfredotti
Modeling and Inference with Relational Dynamic Bayesian Networks. Canadian Conference on AI (2009)
Cristina E. Manfredotti, David J. Fleet, Enza Messina
Relations to improve multi-target tracking in an activity recognition system. ICDP (2009)
Cristina E. Manfredotti, Enza Messina
Relational Dynamic Bayesian Networks to Improve Multi-target Tracking. ACIVS (2009)
Francesco Archetti, Cristina E. Manfredotti, Vincenzina Messina, Domenico G. Sorrenti
Foreground-to-Ghost Discrimination in Single-Difference Pre-processing. ACIVS (2006)