Christophe DENIS
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Documents
Publications
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Proposition d’une nouvelle approche d’estimation d’éléphants basée sur les algorithmes de l’Intelligence Artificielle dans les forêts gabonaisesJournée de la Recherche Technologique, de l'Innovation et du Développement durable, Institut de recherche technologique (IRT); Centre national de la recherche scientifique et technologique (Cenarest), Jul 2023, Libreville, Gabon
Conference papers
hal-04180797v1
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Esquisses philosophiques autour de la compréhension de phénomènes complexes avec des outils de prédiction basés sur de l'apprentissage machineEGC - Conférence francophone sur l'Extraction et la Gestion des Connaissances - Atelier Explain'AI, Jan 2022, Blois, France
Conference papers
hal-03555451v1
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Peut-on avoir confiance à l’Intelligence Artificielle pour nous aider à contrer les effets du changement climatique ?Fete de la Science - Université de Rouen, Oct 2022, Rouen, France
Conference papers
hal-03819230v1
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A Machine Learning approach to improve the monitoring of Sustainable Development Goals : a case study in Senegalese artisanal fisheriesCNIA 2021 : Conférence Nationale en Intelligence Artificielle, Jun 2021, Bordeaux (virtuel), France. pp.30-37
Conference papers
hal-03319136v1
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Enjeux scientifiques et épistémologiques de l'explicabilité de la prédiction de phénomènes physiques par de l'apprentissage machine profondVIIIe congrès de la Société de Philosophie des Sciences, Sep 2021, Mons, Belgique
Conference papers
hal-03345671v1
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Réseaux de neurones convolutifs pour la caractérisation d'anomalies magnétiques.Colloque GEOFCAN, Mar 2021, A distance, France
Conference papers
hal-03319144v1
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Assembly micro-benchmark generator for characterizing Floating Point UnitsHPCS 2019 - 17th International Conference on High Performance Computing & Simulation, Jul 2019, Dublin, Ireland. ⟨10.1109/HPCS48598.2019.9188209⟩
Conference papers
hal-02911057v1
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Interprétabilité et explicabilité pour l’apprentissage machine : entre modèles descriptifs, modèles prédictifs et modèles causaux. Une nécessaire clarification épistémologiqueNational (French) Conference on Artificial Intelligence (CNIA) - Artificial Intelligence Platform (PFIA), Jul 2019, Toulouse, France. pp.60-68
Conference papers
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Table Ronde TRB3 "IA, confiance, sécurité"IANP 2019 – Intelligence Artificielle : Nouvelles Puissances, CNAM, Apr 2019, Paris, France
Conference papers
hal-02190763v1
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Towards an explainable and convivial AI based tools: Illustration on medicine applicationsCHIST-ERA Conference 2019, Explainable Machine Learning-based Artificial Intelligence, Jun 2019, Tallinn, Estonia
Conference papers
hal-02184552v1
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Explicabilité et convivialité d’outils de diagnostic médical basé sur de l’IAJournées plénières du GdR-IA, Groupe de travail Explicabilité, May 2019, Orléans, France
Conference papers
hal-02184591v1
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Collaboration intelligence humaine et intelligence artificielle en vue d’une société convivialeForum Industriel de l'Intelligence Artificielle (FIIA'2019), Association française pour l'Intelligence Artificielle, Apr 2019, Champ-sur-Marne, France
Conference papers
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First improvements toward a reproducible Telemac-2DXXIIIrd TELEMAC-MASCARET User Conference , Oct 2016, Paris, France
Conference papers
lirmm-01371152v1
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Verificarlo: checking floating point accuracy through Monte Carlo Arithmetic2016 IEEE 23nd Symposium on Computer Arithmetic (ARITH), Jul 2016, Santa Clara, United States. ⟨10.1109/ARITH.2016.31⟩
Conference papers
hal-01192668v4
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Recovering numerical reproducibility in hydrodynamic simulationsARITH: Computer Arithmetic, Jul 2016, Silicon Valley, Santa Clara, CA, United States. pp.63-70, ⟨10.1109/ARITH.2016.27⟩
Conference papers
lirmm-01274671v1
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Numerical Reproducibility in open TELEMAC: A Case Study within the Tomawac LibraryHPCSET: High Performance Computing Simulation in Energy/Transport Domains, Jul 2015, Frankfurt, Germany
Conference papers
lirmm-01101715v1
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Solutions to ensure the reproducibility of the digital simulation of the effect of waves on the coastRAIM: Rencontres Arithmétiques de l’Informatique Mathématique, Apr 2015, Rennes, France
Conference papers
lirmm-01179997v1
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Numerical validation of eigenvalues computation in solving polynomial systemsThe 8th Real Numbers and Computers conference, Jul 2008, Santiago de Compostela, Spain. pp.123-131
Conference papers
hal-01303697v1
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2DRMP: fast computation of the Slater integralsMathematical and Computational Methods in R-matrix theory, CCP2 workshop proceedings, Sep 2007, London, United Kingdom. pp.70-75
Conference papers
hal-01306181v1
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High Performance Computation: numerical music or numerical noise?The 8th HERCMA (Hellenic European Research on Computer Mathematics and its Applications) conference, Sep 2007, Athens, Greece. pp.1-8
Conference papers
hal-01336545v1
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e-Collisions Using e-ScienceMathematical Modeling and Computational Physics, Aug 2006, High Tatra Mountains, Slovakia
Conference papers
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Dynamical strategies for the computation of integrals: an example from the CPC libraryProc. SCAN2006 conference, Sep 2006, Duisburg, Germany. pp.41-42
Conference papers
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High performance computation and numerical validation of e-collision softwareInternational Conference of Computational Methods in Sciences and Engineering 2006 (ICCMSE 2006), Oct 2006, Chania, Crete, Greece. pp.561-570, ⟨10.1201/b12251-46⟩
Conference papers
hal-01351585v1
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Efficiently solving large sparse linear systems on a distributed and heterogeneous grid by using the multisplitting-direct methodProc. 4th International Workshop on Parallel Matrix Algorithms and Applications, PMAA'06, Sep 2006, Rennes, France. pp.1-2
Conference papers
hal-01351593v1
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Modelling of Metalling of Inter-granular Layers in Polycrystalline CeramicsEighth International Symposium on Brittle Matrix Composites, Oct 2006, Warsaw, Poland. pp.495-505
Conference papers
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A Load Balancing Method for a Parallel Application Based on a Domain DecompositionIPDPS 2005 - 19th IEEE and ACM Int. Parallel and Distributed Processing Symposium, Apr 2005, Denver, Colorado, United States. pp.1-8, ⟨10.1109/IPDPS.2005.36⟩
Conference papers
hal-01486907v1
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A Parallel Numerical Code Predicting the Mechanical Response of a Polycrystalline Ceramic Material Containing Inter-granular LayersTAM'O5 (Transnational Access Meeting) Workshop, HPC-Europa, Sep 2005, Stuttgart, Germany. pp.1-2
Conference papers
hal-01486906v1
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Le périple de l’éthique de l’intelligence artificielle dans les révolutions en cours des systèmes de soinsIntelligence Artificielle. Vivre Avec. Vers Une Nouvelle Architecture Du Monde, 2022, 978-2-8224-0801-1
Book sections
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Parallelization of a Numerical Code Predicting the Mechanical Response of a Polycrystalline Ceramics containing Metalling Integral Layers Under Uniaxal TensionScience and Supercomputing in Europe - Report 2005, CINECA, pp.547-550, 2006, 88-86037-17-1
Book sections
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