cristina manfredotti
Publications
Publications
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Drought Forecasting Using a Hybrid Neural Architecture for Integrating Time Series and Static DataTackling Climate Change with Machine Learning workshop at ICLR 2025, Apr 2025, Singapore, Singapore. ⟨10.48550/arXiv.2504.05957⟩ |
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NutriKG -Un Graphe de Connaissances pour Modéliser les Préférences et les Besoins Nutritionnels36es Journées francophones d'Ingénierie des Connaissances, IC 2025, Dijon, France, July 2-4, 2025, Jul 2025, Dijon, France. pp.8-17 |
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Modélisation du caractère séquentiel des repas pour améliorer la performance d'un système de recommandation alimentaireExtraction et Gestion des Connaissances (EGC 2024), Jan 2024, Dijon, France |
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Une approche d'ingénierie inverse combinant ontologies et modèles relationnels probabilistes: application aux emballages bio-compositesIC@PFIA 2022 - Plate-Forme Intelligence Artificielle, Jun 2022, Saint-Etienne, France |
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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 packagingMTSR 2021 - 15th International Conference on Metadata and Semantics Research, Nov 2021, Madrid, Spain. pp.3-15, ⟨10.1007/978-3-030-98876-0_1⟩ |
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A Bayesian Interpretation of the Monty Hall Problem with Epistemic UncertaintyThe 18th International Conference on Modeling Decisions for Artificial Intelligence, Sep 2021, Umea (Online), Sweden |
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Bayesian Vote Elicitation for Group RecommendationsFrom Multiple Criteria Decision Aid to Preference Learning (DA2PL 2020), Andrea Passerini (University of Trento); Vincent Mousseau (Centrale Supelec), Nov 2020, Trento, Italy |
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Interactive Causal Discovery in Knowledge GraphsPROFILES/SEMEX@ISWC 2019, Oct 2019, Auckland, New Zealand. pp.78-93 |
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Towards Interactive Causal Relation Discovery Driven by an OntologyFLAIRS 32, May 2019, Sarasota, United States |
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Exploring eating behaviours modelling for user clusteringHealthRecSys@RecSys 2018 colocated with ACM Recsys’18 (ACM Conference Series on Recommender Systems), Oct 2018, Vancouver, Canada. pp.46-51 |
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Identifying Control Parameters In Cheese Fabrication Process Using Precedence Constraints21st International Conference on Discovery Science (DS 2018), Oct 2018, Limassol, Cyprus. pp.421-434, ⟨10.1007/978-3-030-01771-2_27⟩ |
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Learning Probabilistic Relational Models using an Ontology of Transformation ProcessesConfederated International Conferences: CoopIS, C&TC, and ODBASE 2017, Oct 2017, Rhodes, Greece. pp.198-215, ⟨10.1007/978-3-319-69459-7_14⟩ |
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Investigating substitutability of food items in consumption dataSecond International Workshop on Health Recommender Systems co-located with ACM RecSys, Aug 2017, Como, Italy |
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Denoising 3D microscopy images of cell nuclei using shape priors on an anisotropic gridICPRAM 2016 International Conference on Pattern Recognition Applications and Method, Feb 2016, Rome, Italy |
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Mapping ontology with probabilistic relational models - an application to transformation processesInternational Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2015), Nov 2015, Lisbon, Spain. pp.171-178, ⟨10.5220/0005590001710178⟩ |
A New Algorithm for Learning Non-Stationary Dynamic Bayesian Networks With Application to Event DetectionFlorida Artificial Intelligence Research Society Conference, May 2015, Hollywood, Florida, United States. pp.564-569 |
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MULTIPLE OBJECT TRACKING WITH RELATIONSSpecial Session on Interactive and Adaptive Techniques for Machine Learning, Recognition and Perception, Feb 2012, Vilamoura, France. pp.459-466, ⟨10.5220/0003856004590466⟩ |
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Status of the R&D activity on diamond particle detectorsInternational Workshop on Vertex Detectors 11, Nov 2002, Keauhou Beach Resort Kailua-Kona, United States. pp.124-131 |
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Performance of irradiated CVD diamond micro-strip sensorsInternational Conference on Radiation Effects on Semiconductor Materials, Detectors and Devices 3, Jun 2000, Firenze, Italy. pp.706-712 |
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A CVD Diamond Beam Telescope for Charged Particle Tracking2001 IEEE Nuclear Science Symposium (NSS) and Medical Imaging Conference (MIC), Nov 2001, San Diego, United States. N17.1-5 p |
CVD diamond pixel detectors for LHC experimentsInternational Conference On Advanced Technology And Particle Physics 6, Oct 1998, Villa Olmo, Italy. pp.497-504 |
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CVD diamond detectors for ionizing radiationInternational workshop on vertex detectors, Sep 1998, Santorini, Greece. pp.194-201 |
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Review of the development of diamond radiation sensorsInternational Workshop on Gallium Arsenide Detectors and Related Compounds N0 6, Jun 1998, Pruhonice - Prague, Czech Republic. pp.131-145 |
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Integrating Experts’ Knowledge in Machine LearningArtificial Intelligence [cs.AI]. Univesité Paris-Saclay, 2024 |
An EXplainable RecommandER SYStem for the Nutrition Domain, combining Knowledge Graphs and Machine Learning2023 |
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[WORK DOCUMENT] Towards interactive causal relation discovery driven by an ontology2018 |