cristina manfredotti

Publications

Communication dans un congrès (23)

Drought Forecasting Using a Hybrid Neural Architecture for Integrating Time Series and Static Data Julian Agudelo,Vincent Guigue,Cristina Manfredotti,Hadrien Piot Tackling Climate Change with Machine Learning workshop at ICLR 2025, Apr 2025, Singapore, Singapore. ⟨10.48550/arXiv.2504.05957⟩ Communication dans un congrès hal-05132868v1
NutriKG -Un Graphe de Connaissances pour Modéliser les Préférences et les Besoins Nutritionnels Alexandre Combeau,Fatiha Saïs,Nageeta Kumari,Stéphane Dervaux,Cristina Manfredottiet al. IC 2025 - 36es Journées francophones d'Ingénierie des Connaissances, Jul 2025, Dijon, France. pp.8-17 Communication dans un congrès hal-05410354v1
Modélisation du caractère séquentiel des repas pour améliorer la performance d'un système de recommandation alimentaire Noémie Jacquet,Vincent Guigue,Cristina Manfredotti,Fatiha Saïs,Stéphane Dervauxet al. Extraction et Gestion des Connaissances (EGC 2024), Jan 2024, Dijon, France Communication dans un congrès hal-04440140v1
Une approche d'ingénierie inverse combinant ontologies et modèles relationnels probabilistes: application aux emballages bio-composites Mélanie Munch,Patrice Buche,Cristina Manfredotti,Pierre-Henri Wuillemin,Helene Angellier-Coussy IC@PFIA 2022 - Plate-Forme Intelligence Artificielle, Jun 2022, Saint-Etienne, France Communication dans un congrès hal-03682416v1
A process reverse engineering approach using Process and Observation Ontology and Probabilistic Relational Models: application to processing of bio-composites for food packaging Mélanie Munch,Patrice Buche,Cristina Manfredotti,Pierre-Henri Wuillemin,Helene Angellier-Coussy MTSR 2021 - 15th International Conference on Metadata and Semantics Research, Nov 2021, Madrid, Spain. pp.3-15, ⟨10.1007/978-3-030-98876-0_1⟩ Communication dans un congrès hal-03474067v1
A Bayesian Interpretation of the Monty Hall Problem with Epistemic Uncertainty Cristina Manfredotti,Paolo Viappiani The 18th International Conference on Modeling Decisions for Artificial Intelligence, Sep 2021, Umea (Online), Sweden Communication dans un congrès hal-03226300v1
Bayesian Vote Elicitation for Group Recommendations Maeva Caillat,Nicolas N. Darcel,Cristina Manfredotti,Paolo Viappiani From Multiple Criteria Decision Aid to Preference Learning (DA2PL 2020), Andrea Passerini (University of Trento); Vincent Mousseau (Centrale Supelec), Nov 2020, Trento, Italy Communication dans un congrès hal-03006639v1
Interactive Causal Discovery in Knowledge Graphs Mélanie Munch,Juliette Dibie-Barthelemy,Pierre-Henri Wuillemin,Cristina Manfredotti PROFILES/SEMEX@ISWC 2019, Oct 2019, Auckland, New Zealand. pp.78-93 Communication dans un congrès hal-02368242v1
Towards Interactive Causal Relation Discovery Driven by an Ontology Mélanie Munch,Juliette Dibie-Barthelemy,Pierre-Henri Wuillemin,Cristina Manfredotti FLAIRS 32, May 2019, Sarasota, United States Communication dans un congrès hal-02184398v1
Exploring eating behaviours modelling for user clustering Sema Akkoyunlu,Cristina Manfredotti,Antoine Cornuéjols,Nicolas Darcel,Fabien Delaere HealthRecSys@RecSys 2018 colocated with ACM Recsys’18 (ACM Conference Series on Recommender Systems), Oct 2018, Vancouver, Canada. pp.46-51 Communication dans un congrès hal-02480562v1
Identifying Control Parameters In Cheese Fabrication Process Using Precedence Constraints Mélanie Munch,Pierre-Henri Wuillemin,Juliette Dibie-Barthelemy,Cristina Manfredotti,Thomas Allardet al. 21st International Conference on Discovery Science (DS 2018), Oct 2018, Limassol, Cyprus. pp.421-434, ⟨10.1007/978-3-030-01771-2_27⟩ Communication dans un congrès hal-01923649v1
Learning Probabilistic Relational Models using an Ontology of Transformation Processes Mélanie Munch,Pierre-Henri Wuillemin,Cristina Manfredotti,Juliette Dibie-Barthelemy,Stephane S. Dervaux Confederated International Conferences: CoopIS, C&TC, and ODBASE 2017, Oct 2017, Rhodes, Greece. pp.198-215, ⟨10.1007/978-3-319-69459-7_14⟩ Communication dans un congrès hal-01718783v2
Investigating substitutability of food items in consumption data Sema Akkoyunlu,Cristina Manfredotti,Antoine Cornuéjols,Nicolas Darcel,Fabien Delaere Second International Workshop on Health Recommender Systems co-located with ACM RecSys, Aug 2017, Como, Italy Communication dans un congrès hal-02482142v1
Denoising 3D microscopy images of cell nuclei using shape priors on an anisotropic grid Mathieu Bouyrie,Cristina Manfredotti,Nadine Peyriéras,Antoine Cornuéjols ICPRAM 2016 International Conference on Pattern Recognition Applications and Method, Feb 2016, Rome, Italy Communication dans un congrès hal-01558022v1
Mapping ontology with probabilistic relational models - an application to transformation processes Juliette Dibie-Barthelemy,Cristina Manfredotti,Cédric Baudrit,Pierre-Henri Wuillemin International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2015), Nov 2015, Lisbon, Spain. pp.171-178, ⟨10.5220/0005590001710178⟩ Communication dans un congrès hal-01233295v1
A New Algorithm for Learning Non-Stationary Dynamic Bayesian Networks With Application to Event Detection Christophe Gonzales,Séverine Dubuisson,Cristina E. Manfredotti Florida Artificial Intelligence Research Society Conference, May 2015, Hollywood, Florida, United States. pp.564-569 Communication dans un congrès hal-01211800v1
MULTIPLE OBJECT TRACKING WITH RELATIONS Cristina Manfredotti,Luca Cattelani,Enza Messina Special Session on Interactive and Adaptive Techniques for Machine Learning, Recognition and Perception, Feb 2012, Vilamoura, France. pp.459-466, ⟨10.5220/0003856004590466⟩ Communication dans un congrès hal-03419650v1
Status of the R&D activity on diamond particle detectors W. Adam,B. Bellini,E. Berdermann,P. Bergonzo,W. de Boeret al. International Workshop on Vertex Detectors 11, Nov 2002, Keauhou Beach Resort Kailua-Kona, United States. pp.124-131 Communication dans un congrès in2p3-00022289v1
A CVD Diamond Beam Telescope for Charged Particle Tracking W. Adam,E. Berdermann,P. Bergonzo,W. de Boer,F. Boganiet al. 2001 IEEE Nuclear Science Symposium (NSS) and Medical Imaging Conference (MIC), Nov 2001, San Diego, United States. N17.1-5 p Communication dans un congrès in2p3-00013641v1
Performance of irradiated CVD diamond micro-strip sensors W. Adam,E. Berdermann,P. Bergonzo,G. Bertuccio,F. Boganiet al. International Conference on Radiation Effects on Semiconductor Materials, Detectors and Devices 3, Jun 2000, Firenze, Italy. pp.706-712 Communication dans un congrès in2p3-00012149v1
CVD diamond pixel detectors for LHC experiments R. Wedenig,W. Adam,C. Bauer,E. Berdermann,P. Bergonzoet al. International Conference On Advanced Technology And Particle Physics 6, Oct 1998, Villa Olmo, Italy. pp.497-504 Communication dans un congrès in2p3-00012144v1
CVD diamond detectors for ionizing radiation M. Friedl,W. Adam,C. Bauer,E. Berfermann,P. Bergonzoet al. International workshop on vertex detectors, Sep 1998, Santorini, Greece. pp.194-201 Communication dans un congrès in2p3-00012137v1
Review of the development of diamond radiation sensors W. Adam,C. Bauer,E. Berdermann,P. Bergonzo,F. Boganiet al. International Workshop on Gallium Arsenide Detectors and Related Compounds N0 6, Jun 1998, Pruhonice - Prague, Czech Republic. pp.131-145 Communication dans un congrès in2p3-00012134v1

HDR (1)

Integrating Experts’ Knowledge in Machine Learning Cristina Manfredotti Artificial Intelligence [cs.AI]. Univesité Paris-Saclay, 2024 HDR tel-05023913v1

Article dans une revue (5)

Principles and Validations of an Artificial Intelligence-Based Recommender System Suggesting Acceptable Food Changes Jules Vandeputte,Pierrick Herold,Mykyt Kuslii,Paolo Viappiani,Laurent Mulleret al. Journal of Nutrition, 2023, 153 (2), pp.598-604. ⟨10.1016/j.tjnut.2022.12.022⟩ Article dans une revue hal-03975185v1
Combining ontology and probabilistic models for the design of bio-based product transformation processes Mélanie Munch,Patrice Buche,Stéphane Dervaux,Juliette Dibie,Liliana Ibanescuet al. Expert Systems with Applications, 2022, 203, pp.117406. ⟨10.1016/j.eswa.2022.117406⟩ Article dans une revue hal-03662183v1
Formalising contextual expert knowledge for causal discovery in linked knowledge graphs about transformation processes: application to processing of bio-composites for food packaging Mélanie Munch,Patrice Buche,Helene Angellier-Coussy,Cristina Manfredotti,Pierre-Henri Wuillemin International Journal of Metadata, Semantics and Ontologies, 2022, 16 (1), pp.1-15. ⟨10.1504/IJMSO.2022.131129⟩ Article dans une revue hal-04115029v1
A CVD Diamond Beam Telescope for Charged Particle Tracking W Adam,E Berdermann,Philippe Bergonzo,W de Boer,F Boganiet al. IEEE Transactions on Nuclear Science, 2002, 49, pp.1857-1862. ⟨10.1109/TNS.2002.802597⟩ Article dans une revue in2p3-00012882v1
Characterization of CdTe with photoelectronic techniques A.M. Mancini,C. Manfredotti,C. de Blasi,G. Micocci,A. Tepore Revue de Physique Appliquée, 1977, 12 (2), pp.255-261. ⟨10.1051/rphysap:01977001202025500⟩ Article dans une revue jpa-00244154v1

Autre publication scientifique (1)

An EXplainable RecommandER SYStem for the Nutrition Domain, combining Knowledge Graphs and Machine Learning Noémie Jacquet,Cristina Manfredotti,Vincent Guigue,Fatiha Saïs,Paolo Viappiani 2023 Autre publication scientifique hal-04439592v1

Pré-publication, Document de travail (1)

[WORK DOCUMENT] Towards interactive causal relation discovery driven by an ontology Mélanie Munch,Juliette Dibie-Barthelemy,Cristina Manfredotti,Pierre-Henri Wuillemin 2018 Pré-publication, Document de travail hal-01823862v1