cristina manfredotti

31
Documents

Publications

Publications

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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
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NutriKG -Un Graphe de Connaissances pour Modéliser les Préférences et les Besoins Nutritionnels

Alexandre Combeau , Fatiha Saïs , Nageeta Kumari , Stéphane Dervaux , Cristina Manfredotti et al.

36es Journées francophones d'Ingénierie des Connaissances, IC 2025, Dijon, France, July 2-4, 2025, Jul 2025, Dijon, France. pp.8-17

Communication dans un congrès hal-05410354v1
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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 Dervaux et al.

Extraction et Gestion des Connaissances (EGC 2024), Jan 2024, Dijon, France

Communication dans un congrès hal-04440140v1
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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
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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
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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
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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
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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
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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
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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
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Identifying Control Parameters In Cheese Fabrication Process Using Precedence Constraints

Mélanie Munch , Pierre-Henri Wuillemin , Juliette Dibie-Barthelemy , Cristina Manfredotti , Thomas Allard et 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
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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
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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
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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 Boer et 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
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Performance of irradiated CVD diamond micro-strip sensors

W. Adam , E. Berdermann , P. Bergonzo , G. Bertuccio , F. Bogani et 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
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A CVD Diamond Beam Telescope for Charged Particle Tracking

W. Adam , E. Berdermann , P. Bergonzo , W. de Boer , F. Bogani et 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

CVD diamond pixel detectors for LHC experiments

R. Wedenig , W. Adam , C. Bauer , E. Berdermann , P. Bergonzo et 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. Bergonzo et 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. Bogani et 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
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Integrating Experts’ Knowledge in Machine Learning

Cristina Manfredotti

Artificial Intelligence [cs.AI]. Univesité Paris-Saclay, 2024

HDR tel-05023913v1
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Principles and Validations of an Artificial Intelligence-Based Recommender System Suggesting Acceptable Food Changes

Jules Vandeputte , Pierrick Herold , Mykyt Kuslii , Paolo Viappiani , Laurent Muller et al.

Journal of Nutrition, 2023, 153 (2), pp.598-604. ⟨10.1016/j.tjnut.2022.12.022⟩

Article dans une revue hal-03975185v1
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Combining ontology and probabilistic models for the design of bio-based product transformation processes

Mélanie Munch , Patrice Buche , Stéphane Dervaux , Juliette Dibie , Liliana Ibanescu et al.

Expert Systems with Applications, 2022, 203, pp.117406. ⟨10.1016/j.eswa.2022.117406⟩

Article dans une revue hal-03662183v1
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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
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A CVD Diamond Beam Telescope for Charged Particle Tracking

W Adam , E Berdermann , Philippe Bergonzo , W de Boer , F Bogani et al.

IEEE Transactions on Nuclear Science, 2002, 49, pp.1857-1862. ⟨10.1109/TNS.2002.802597⟩

Article dans une revue in2p3-00012882v1
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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