Teacher-Researcher
SDD
Data Science
Digital traces of all human activities are now available in all fields, data that is often massive, heterogeneous, dynamic and of variable quality (the 4 V’s of Big Data: Volume, Variety, Velocity, Veracity). Their exploitation leads to the definition of a fourth scientific paradigm: the design and validation of hypotheses, theoretical models and algorithms, guided by the data and in interaction with domain experts. The Data Science department is interested in robustly addressing the challenges of the 4Vs, in terms of scaling up in the face of data volume and velocity, and resisting diversity and quality bias. These goals define new computational issues in storage, communication, analysis and processing optimization, data query and enrichment, knowledge discovery, and model learning.
With nearly 40 researchers and teacher-researchers, the Data Science department covers a broad spectrum of fundamental and application-related topics: databases, data mining, semantic web, knowledge representation, algorithms, combinatorics, stochastic and distributed optimization, statistical learning and neural networks, communication networks, simulation. It also has extensive expertise in interdisciplinary research and dialogue with experts in the application domains (particularly in biology, medicine, human and social sciences, and experimental physics), allowing privileged access to data of interest and to the evaluation of models and algorithms.
Coordination
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Researcher
Head of Data Science Department
Recent publications
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Communication dans un congrès
Ruiwen Liao, Franco Quezada, Céline Gicquel, Safia Kedad-Sidhoum. A two-stage stochastic programming model for lot-sizing with onsite generation of renewable energy. ROADEF 2024 – 25e congrès de la Société Française de Recherche Opérationnelle et Aide à la Décision, Feb 2024, Amiens, France. ⟨hal-04824007⟩
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Communication dans un congrès
Céline Gicquel, Mouna Kchaou Boujelben. Optimal design of an electric carsharing system under uncertain trip duration and energy consumption. 33rd European Conference on Operational Research, Jun 2024, Copenhague, Denmark. ⟨hal-04824035⟩
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Communication dans un congrès
Ruiwen Liao, Franco Quezada, Céline Gicquel, Safia Kedad-Sidhoum. A multi-stage stochastic programming model for lot-sizing with onsite generation of renewable energy. 33rd European Conference on Operational Research (EURO2024), Jun 2024, Copenhague, Denmark. ⟨hal-04824056⟩
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Communication dans un congrès
Ruiwen Liao, Franco Quezada, Céline Gicquel, Safia Kedad-Sidhoum. A multi-stage stochastic programming model for lot-sizing problem with onsite generation of renewable energy. 14th International Workshop on Lot-sizing (IWLS 2024), Aug 2024, Kaiserslautern, Germany. ⟨hal-04824070⟩
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Communication dans un congrès
Mouna Kchaou Boujelben, Céline Gicquel. Evaluating the impact of uncertain travel time and energy consumption on electric vehicle sharing network design. 26th Euro Working Group on Transportation Meeting (EWGT 2024), Sep 2024, Lund, Sweden. ⟨hal-04823981⟩
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Pré-publication, Document de travail
Jȩdrzej Hodor, Hoang La, Piotr Micek, Clément Rambaud. Centered colorings in minor-closed graph classes. 2024. ⟨hal-04819300⟩
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Pré-publication, Document de travail
Jędrzej Hodor, Hoang La, Piotr Micek, Clément Rambaud. Quickly excluding an apex-forest. 2024. ⟨hal-04819247⟩
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Pré-publication, Document de travail
Jȩdrzej Hodor, Hoang La, Piotr Micek, Clément Rambaud. Weak coloring numbers of minor-closed graph classes. 2024. ⟨hal-04819269⟩
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Communication dans un congrès
Mathilde Hutin. Quelles données pour l’exploration de la variation dialectale en français? Etude de cas sur les voyelles ouvertes du français. (I)PFC – (Inter)-Phonologie du Français Contemporain, Nov 2024, Paris, France. ⟨hal-04813862⟩
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Communication dans un congrès
Mohammad Ghoniem, Jean-Daniel Fekete, Philippe Castagliola. A Comparison of the Readability of Graphs Using Node-Link and Matrix-Based Representations. InfoVis’04 – 10th IEEE Symposium on Information Visualization, Oct 2004, Austin, United States. pp.17-24, ⟨10.1109/INFVIS.2004.1⟩. ⟨hal-00343819⟩
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Communication dans un congrès
Antoine Tarault, Thomas Convard, Patrick Bourdot, Jean-Marc Vézien. Cluster-based solution for virtual and augmented reality applications. 3rd International Conference on Computer Graphics and Interactive Techniques in Australasia and South East Asia, Nov 2005, Dunedin, New Zealand. pp.293-296, ⟨10.1145/1101389.1101448⟩. ⟨hal-04808057⟩
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Communication dans un congrès
Rémy Hosseinkhan Boucher, Onofrio Semeraro, Lionel Mathelin. Evidence on the Regularisation Properties of Maximum-Entropy Reinforcement Learning. International Conference on Optimization and Learning (OLA 2024), May 2024, Dubrovnik, Croatia. ⟨hal-04800896⟩
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Communication dans un congrès
Julien Rauch, Brice Chichereau, Stéphane Vialle, Patrick Carribault, Damien Rontani. Investigating parallel execution of quantum Machine Learning circuits on superconducting hardware. QSET 2024 – 4th International Workshop on Quantum Software Engineering and Technology IEEE Quantum Week 2024 (QCE’24), Sep 2024, Montréal, Canada. ⟨hal-04812905⟩
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Article dans une revue
Bingqian Liu, Côme Bissuel, François Courtot, Céline Gicquel, Dominique Quadri. A generalized Benders decomposition approach for the optimal design of a local multi-energy system. European Journal of Operational Research, 2024, 318 (1), pp.43-54. ⟨10.1016/j.ejor.2024.05.013⟩. ⟨hal-04802899⟩
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Communication dans un congrès
Iza Marfisi-Schottman, Hubert Santuz, Camille Bisson, Marc Baaden, Nicolas Férey, et al.. Escape from PharmaZ: a Game to Boost Pharmacophore Learning through Immersive Augmented Reality. Games and Learning Alliance 13th International Conference, GALA 2024, Nov 2024, Berlin (Germany), Germany. ⟨hal-04794554⟩
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Article dans une revue
Haozhe Sun, Alexandre Heuillet, Felix Mohr, Hedi Tabia. DARIO: Differentiable vision transformer pruning with low-cost proxies. IEEE Journal of Selected Topics in Signal Processing, In press, pp.1-13. ⟨10.1109/JSTSP.2024.3501685⟩. ⟨hal-04813053⟩
Year of publication
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Rapport
Patrick Bourdot. La place de la France dans le partenariat de l’UE sur les « Virtual Worlds ». EuroXR – European association for eXtended Reality. 2023. ⟨hal-04798689⟩
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Communication dans un congrès
Rémy Hosseinkhan-Boucher, Stella Douka, Onofrio Semeraro, Lionel Mathelin. Increasing Information for Model Predictive Control with Semi-Markov Decision Processes. 6th Annual Conference on Learning for Dynamics and Control, Jul 2024, Oxford (UK), France. ⟨hal-04794446⟩
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Thèse
Gaëlle Laperrière. Compréhension de la parole dans un contexte multilingue. Informatique [cs]. Avignon Université, 2024. Français. ⟨NNT : ⟩. ⟨tel-04803170⟩
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Article dans une revue
Juliusz Cecelewski, Cédric Gendrot, Martine Adda-Decker, Philippe Boula de Mareüil. Diachronic evolution of /e ɛ o ɔ/ in French across 100 years of speech archives. Journal of French Language Studies, 2024, pp.1-33. ⟨10.1017/S0959269524000206⟩. ⟨hal-04805927⟩
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Proceedings/Recueil des communications
Hugo Gabrielidis, Filippo Gatti, Stephane Vialle. Pipeline for Semantic Segmentation of Large Railway Point Clouds. Intelligent Data Engineering and Automated Learning – IDEAL 2024, Lecture Notes in Computer Science, 15346, Springer Nature Switzerland, pp.167-179, 2025, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-77731-8_16⟩. ⟨hal-04811058⟩
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Communication dans un congrès
Christian Clavijo Lopez, Mouna Kchaou-Boujelben, Céline Gicquel, Khedaoudj Halimi. Assessing the impact of relocation on the optimal design of electric vehicle sharing systems. 2024 10th International Conference on Control, Decision and Information Technologies (CoDIT), Jul 2024, Vallette, Malta. pp.1329-1334, ⟨10.1109/CoDIT62066.2024.10708229⟩. ⟨hal-04811888⟩
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Chapitre d'ouvrage
Mehwish Alam, Genet Asefa Gesese, Pierre-Henri Paris. Neurosymbolic Methods for Dynamic Knowledge Graphs. Handbook on Neurosymbolic Artificial Intelligence, In press. ⟨hal-04792151⟩
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Pré-publication, Document de travail
Ilia Kuznetsov, Osama Mohammed Afzal, Koen Dercksen, Nils Dycke, Alexander Goldberg, et al.. What Can Natural Language Processing Do for Peer Review?. 2024. ⟨hal-04797652⟩
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Article dans une revue
Nathalie Aubrun, Nicolás Bitar. Self-Avoiding Walks on Cayley Graphs Through the Lens of Symbolic Dynamics. The Electronic Journal of Combinatorics, 2024, 31 (4), pp.P4.24. ⟨10.37236/13065⟩. ⟨hal-04807272⟩
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Communication dans un congrès
Michel Lastes, Bernard Mèrienne. Méta-annuaire LDAP-NIS-Active Directory. JRES (Journées réseaux de l’enseignement et de la recherche ) 2003, Renater, Nov 2003, Lille, France. ⟨hal-04802094⟩
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Communication dans un congrès
Pierre Fraigniaud, Minh Hang Nguyen, AmiArchitectures et modèles pour l'Interaction Paz. Brief Announcement: Agreement Tasks in Fault-Prone Synchronous Networks of Arbitrary Structures. DISC 2024, 2024, Madrid, Spain. ⟨10.4230/LIPIcs.DISC.2024.47⟩. ⟨hal-04799395⟩
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Communication dans un congrès
Hagit Attiya, Pierre Fraigniaud, AmiArchitectures et modèles pour l'Interaction Paz, Sergio Rajsbaum. Brief Announcement: Solvability of Three-Process General Tasks. DISC 2024, 2024, Madrid, Spain. ⟨10.4230/LIPIcs.DISC.2024.42⟩. ⟨hal-04799398⟩
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Communication dans un congrès
Leyla Biabani, AmiArchitectures et modèles pour l'Interaction Paz. k-Center Clustering in Distributed Models. SIROCCO 2024, May 2024, Vietri sul Mare, Italy. pp.83-100, ⟨10.1007/978-3-031-60603-8_5⟩. ⟨hal-04799381⟩
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Article dans une revue
Pierre Fraigniaud, AmiArchitectures et modèles pour l'Interaction Paz. The topology of local computing in networks. Journal of Applied and Computational Topology, 2024, 8 (4), pp.1069-1098. ⟨10.1007/s41468-024-00185-6⟩. ⟨hal-04799384⟩
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Article dans une revue
Yohann Duguet. Puffing along. Nature Physics, 2024, 20 (8), pp.1227-1227. ⟨10.1038/s41567-024-02565-2⟩. ⟨hal-04795934⟩
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Communication dans un congrès
Dylan Sechet, Francesca Bugiotti, Matthieu Kowalski, Edouard D’hérouville, Filip Langiewicz. A Hierarchical Deep Learning Approach for Minority Instrument Detection. DAFx 2024 – the 27th International Conference on Digital Audio Effects, Sep 2024, Guildford Surrey, United Kingdom. ⟨hal-04793160⟩
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Communication dans un congrès
Ruiwen Liao, Franco Quezada, Céline Gicquel, Safia Kedad-Sidhoum. A Two-Stage Stochastic Programming Approach for Energy-Oriented Lot-Sizing. Advances in Production Management Systems (APMS 2024), Sep 2024, Chemnitz, Germany. pp.348-363, ⟨10.1007/978-3-031-71629-4_24⟩. ⟨hal-04803390⟩
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Communication dans un congrès
Thibault Monsel, Onofrio Semeraro, Lionel Mathelin, Guillaume Charpiat. Time and State Dependent Neural Delay Differential Equations. ML-DE@ECAI 2024 : Machine Learning Meets Differential Equations: From Theory to Applications, Sep 2024, Santiago de compostela, Galicia, Spain. ⟨hal-04794450⟩
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Thèse
Taha Halal. Graph-based learning and optimization. Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG043⟩. ⟨tel-04805710⟩
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Article dans une revue
Fanny Ducel, Aurélie Névéol, Karën Fort. “You’ll be a nurse, my son!” Automatically Assessing Gender Biases in Autoregressive Language Models in French and Italian. Language Resources and Evaluation, 2024, ⟨10.1007/s10579-024-09780-6⟩. ⟨hal-04803403⟩
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Pré-publication, Document de travail
Dilek Koptekin, Ayça Aydoğan, Cansu Karamurat, N. Ezgi Altınışık, Kıvılcım Başak Vural, et al.. Out-of-Anatolia: cultural and genetic interactions during the Neolithic expansion in the Aegean. 2024. ⟨hal-04801125⟩
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Pré-publication, Document de travail
Antoine Szatkownik, Léo Planche, Maïwen Demeulle, Titouan Chambe, María Ávila-Arcos, et al.. Diffusion-based artificial genomes and their usefulness for local ancestry inference. 2024. ⟨hal-04801121⟩
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Pré-publication, Document de travail
Antoine Szatkownik, Cyril Furtlehner, Guillaume Charpiat, Burak Yelmen, Flora Jay. Latent generative modeling of long genetic sequences with GANs. 2024. ⟨hal-04801130⟩
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Pré-publication, Document de travail
Burak Yelmen, Maris Alver, Estonian Biobank Research Team, Flora Jay, Lili Milani. Interpreting artificial neural networks to detect genome-wide association signals for complex traits. 2024. ⟨hal-04801114⟩
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Article dans une revue
Ewan Davies, Ross Kang, François Pirot, Jean-Sébastien Sereni. An algorithmic framework for colouring locally sparse graphs. Theory of Computing, In press. ⟨hal-02548191v2⟩
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Article dans une revue
AmiArchitectures et modèles pour l'Interaction Paz, Hugo Rincon Galeana, Stefan Schmid, Ulrich Schmid, Kyrill Winkler. The Time Complexity of Consensus Under Oblivious Message Adversaries. Algorithmica, 2024, 86 (6), pp.1830-1861. ⟨10.1007/s00453-024-01209-4⟩. ⟨hal-04799403⟩
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Rapport
Electra Tsaknaki, Patrick Bourdot, Marco Sacco, Monica Gonzalez. XR – state of play, market needs, training trends. D1.1, ERASMUS-EDU-2023-PI-ALL-INNO. 2024. ⟨hal-04791097⟩
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Poster de conférence
Rémy Hosseinkhan Boucher, Stella Douka, Onofrio Semeraro, Lionel Mathelin. Increasing Information for Model Predictive Control with Semi-Markov Decision Processes. 6th Annual Conference on Learning for Dynamics and Control, Jul 2024, Oxford, United Kingdom. ⟨hal-04795346⟩
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Poster de conférence
Rémy Hosseinkhan Boucher, Onofrio Semeraro, Lionel Mathelin. Evidence on the Regularisation Properties of Maximum-Entropy Reinforcement Learning. 17th European Workshop on Reinforcement Learning (EWRL 2024), Oct 2024, Toulouse, France. ⟨hal-04795358⟩
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Poster de conférence
Thibault Monsel, Onofrio Semeraro, Lionel Mathelin, Guillaume Charpiat. Time and State Dependent Neural Delay Differential Equations. ML-DE@ECAI 2024 : Machine Learning Meets Differential Equations: From Theory to Applications, Sep 2024, Santiago de compostela, Galicia, Spain. ⟨hal-04794800⟩
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Article dans une revue
AmiArchitectures et modèles pour l'Interaction Paz, Liat Peterfreund. Playing Guess Who with your kids: Code-word strategy against adversaries. Theoretical Computer Science, 2024, 1016, pp.114766. ⟨10.1016/j.tcs.2024.114766⟩. ⟨hal-04799401⟩
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Pré-publication, Document de travail
Onofrio Semeraro. Reinforcement Learning for Fluid Mechanics: an overview on Fundamentals from a Control Perspective. 2024. ⟨hal-04794452⟩
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Pré-publication, Document de travail
Michele Quattromini, Michele Alessandro Bucci, Stefania Cherubini, Onofrio Semeraro. Graph Neural Networks and Differential Equations: A hybrid approach for data assimilation of fluid flows. 2024. ⟨hal-04794444⟩
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Article dans une revue
Thomas Boeck, Mattias Brynjell-Rahkola, Yohann Duguet. Energy stability of magnetohydrodynamic flow in channels and ducts. Journal of Fluid Mechanics, 2024, 987, pp.A33. ⟨10.1017/jfm.2024.393⟩. ⟨hal-04795942⟩
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Article dans une revue
P. Kashyap, Yohann Duguet, O. Dauchot. Linear stability of turbulent channel flow with one-point closure. Physical Review Fluids, 2024, 9 (6), pp.063906. ⟨10.1103/PhysRevFluids.9.063906⟩. ⟨hal-04795968⟩
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Article dans une revue
Mattias Brynjell-Rahkola, Yohann Duguet, Thomas Boeck. Chaotic edge regimes in magnetohydrodynamic channel flow: An alternative path towards the tipping point. Physical Review Research, 2024, 6 (3), pp.033066. ⟨10.1103/PhysRevResearch.6.033066⟩. ⟨hal-04795955⟩
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Article dans une revue
Artur Gesla, Yohann Duguet, Patrick Le Quéré, Laurent Martin Witkowski. Subcritical axisymmetric solutions in rotor-stator flow. Physical Review Fluids, 2024, 9 (8), pp.083903. ⟨10.1103/PhysRevFluids.9.083903⟩. ⟨hal-04795959⟩
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Article dans une revue
Thomas Boeck, Mattias Brynjell-Rahkola, Yohann Duguet. Energy stability analysis of MHDMagnétohydrodynamique flow in a rectangular duct. PAMM, 2024, 24 (2), pp.e202400041. ⟨10.1002/pamm.202400041⟩. ⟨hal-04795978⟩
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Communication dans un congrès
Alice Lyonnet, Marianne Cerf, Chloé Le Bail, Gwenola Yannou-Le Bris. Le travail managérial, entre exploration et exploitation face aux enjeux de durabilité : cas d’une PME en restauration collective pour adultes au travail. Congrès RIODD 2024 : Imaginer, expérimenter et pérenniser la soutenabilité forte. Quelles institutions en Europe et au-delà ?, RIODD, Sep 2024, Bruxelles, Belgique. ⟨hal-04787901⟩
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Poster de conférence
Michele Quattromini, Michele Alessandro Bucci, Stefania Cherubini, Onofrio Semeraro. Graph Neural Networks and Differential Equations: A hybrid approach for data assimilation of fluid flows. ML-DE Workshop — ECAI, Oct 2024, Santiago de compostela, Galicia, France. ⟨hal-04794697⟩
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Communication dans un congrès
Regina Bernhaupt, Cornelia Murko, Guillaume Pottier, Alexandre Battut. User acceptance of emotion-aware mood-improving voice assistants. International Broadcasting Convention, 2019, Amsterdam, Netherlands. ⟨hal-04791474⟩
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Communication dans un congrès
Lisa Raithel, Hui-Syuan Yeh, Shuntaro Yada, Cyril Grouin, Thomas Lavergne, et al.. A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages. Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), May 2024, Turin, Italy. pp.395-414. ⟨hal-04779777⟩
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Rapport
Anders Östman, Anastasia Stamou, Electra Tsaknaki, Vasilis Petrou, Son Dang, et al.. Institutions’ status and needs analysis. D1.2, ERASMUS-EDU-2023-PI-ALL-INNO. 2024. ⟨hal-04791601⟩
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Proceedings/Recueil des communications
Gabriel Zachmann, Krzysztof Walczak, Omar Niamut, Kyle Johnsen, Wolfgang Stuerzlinger, et al.. Virtual Reality and Mixed Reality. 20th EuroXR International Conference, EuroXR 2023, Rotterdam, The Netherlands, November 29 – December 1, 2023, Lecture Notes in Computer Sciences, 14410, Springer Nature Switzerland, 2023, Lecture Notes in Computer Science, 978-3-031-48494-0. ⟨10.1007/978-3-031-48495-7⟩. ⟨hal-04789229⟩
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Communication dans un congrès
Dongfang Xu, Guillermo Lopez-Garcia, Lisa Raithel, Roland Roller, Philippe Thomas, et al.. Overview of the 9th Social Media Mining for Health Applications (#SMM4H) Shared Tasks at ACL 2024 – Large Language Models and Generalizability for Social Media NLP. The 9th Social Media Mining for Health Research and Applications (SMM4H 2024) Workshop and Shared Tasks, Association for Computational Linguistics, Aug 2024, Bangkok, Thailand. pp.183-195. ⟨hal-04781745⟩
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Pré-publication, Document de travail
Matthieu Kowalski, Benoît Malézieux, Thomas Moreau, Audrey Repetti. Analysis and synthesis denoisers for forward-backward plug-and-play algorithms. 2024. ⟨hal-04786802v2⟩
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Article dans une revue
Fabricio Cravo, Matthias Függer, Thomas Nowak. An Allee-based distributed algorithm for microbial whole-cell sensors. npj Systems Biology and Applications, 2024, 10 (1), pp.43. ⟨10.1038/s41540-024-00363-3⟩. ⟨hal-04786979⟩
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Thèse
Florian Debackere. Conception d’interactions motivationnelles, adaptatives et mobiles pour le changement de comportement : application à la lombalgie. Interface homme-machine [cs.HC]. Université Paris-Saclay, 2024. Français. ⟨NNT : 2024UPASG060⟩. ⟨tel-04786967⟩
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Communication dans un congrès
Fairouz Grioui, Tanja Blascheck, Lijie Yao, Petra Isenberg. Micro Visualizations on a Smartwatch: Assessing Reading Performance While Walking. VIS 2024 – IEEE conference on visualization and visual analytics, Oct 2024, Virtual, United States. ⟨hal-04782873⟩
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Communication dans un congrès
Zack While, Henry Wheeler-Klainberg, Tanja Blascheck, Petra Isenberg, Ali Sarvghad. Toward Understanding the Experiences of People in Late Adulthood with Embedded Information Displays in the Home. VIS 2024 – IEEE VIS 1st Workshop on Accessible Data Visualization, Oct 2024, Virtual, United States. ⟨10.48550/arXiv.2410.03929⟩. ⟨hal-04783485⟩
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Communication dans un congrès
Petra Isenberg, Lionel Reveret, Romain Vuillemot. HomeOlympics: Turning Everyday Outdoor Physical Activities into Olympic-Style Experience. IEEE VIS Workshop on First-Person Visualizations for Outdoor Physical Activities: Challenges and Opportunities, Oct 2024, Virtual, Unknown Region. ⟨hal-04782928⟩
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Pré-publication, Document de travail
Pierre Barbault, Matthieu Kowalski, Charles Soussen. Bernoulli and Gauss Take a Look at the MAP. 2024. ⟨hal-04782425⟩
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Pré-publication, Document de travail
Benoît Malézieux, Florent Michel, Thomas Moreau, Matthieu Kowalski. Where prior learning can and can’t work in unsupervised inverse problems. 2024. ⟨hal-04782335⟩
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Proceedings/Recueil des communications
Pierre Zweigenbaum, Serge Sharoff, Reinhard Rapp. The 17th Workshop on Building and Using Comparable Corpora (BUCC) @LREC-COLING-2024. Workshop Proceedings. 17th Workshop on Building and Using Comparable Corpora (BUCC), 2024, 978-2-493814-31-9. ⟨hal-04779272⟩
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Communication dans un congrès
Atilla Kaan Alkan, Felix Grezes, Cyril Grouin, Fabian Schüssler, Pierre Zweigenbaum. Enriching a Time-Domain Astrophysics Corpus with Named Entity, Coreference, and Astrophysical Relationship Annotations. Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), Apr 2024, Turin, Italy. pp.6177-6188. ⟨hal-04780619⟩
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Communication dans un congrès
Virgile Barthet, Marie José Aroulanda, Laura Monceaux-Cachard, Christine Jacquin, Cyril Grouin, et al.. Équilibrer qualité et quantité : comparaison de stratégies d’annotation pour la reconnaissance d’entités nommées en cardiologie. Journée Santé et IA 2024, AFIA; L3I; La Rochelle Université, Jul 2024, La Rochelle, France. ⟨hal-04780743⟩
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Communication dans un congrès
Anne-Laure Ligozat, Christophe Brun, Benjamin Demirdjian, Guillaume Gouget, Emilie Jardé, et al.. Objectifs et trajectoires bas-carbone dans l’ESR: État des lieux et recommandations. Colloque Labos1point5, Nov 2024, Paris, France. ⟨hal-04770688⟩
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Pré-publication, Document de travail
Victor Spitzer. An O(T 3 ) Algorithm for the Lot-Sizing Problem with Constant Capacities and Large Inventory Bounds. 2024. ⟨hal-04774355v2⟩
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Article dans une revue
Xin Chen, Yunhai Wang, Huaiwei Bao, Kecheng Lu, Jaemin Jo, et al.. Visualization-Driven Illumination for Density Plots. IEEE Transactions on Visualization and Computer Graphics, 2024, pp.1-14. ⟨10.1109/TVCG.2024.3495695⟩. ⟨hal-04776837⟩
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Chapitre d'ouvrage
Gaëlle Richer, Jean-Daniel Fekete, Michael Sedlmair. Evaluation for Progressive Data Analysis. Progressive Data Analysis: Roadmap and Research Agenda, Eurographics, pp.150-170, 2024, 978-3-03868-270-7. ⟨hal-04776624⟩
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Chapitre d'ouvrage
Anna Vilanova, Marco Angelini, Sriram Karthik Badam, Jean-Daniel Fekete. Uncertainty and Quality for Progressive Data Analysis. Progressive Data Analysis: Roadmap and Research Agenda, Eurographics, pp.92-107, 2024, 978-3-03868-270-7. ⟨hal-04776615⟩
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Ouvrages
Jean-Daniel Fekete, Danyel Fisher, Michael Sedlmair. Progressive Data Analysis. Eurographics, pp.231, 2024, 978-3-03868-270-7. ⟨10.2312/pda.20242707⟩. ⟨hal-04776568⟩
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Chapitre d'ouvrage
Jean-Daniel Fekete. Data Structures and Algorithms for Progressive Data Analysis. Jean-Daniel Fekete; Danyel Fisher; Michael Sedlmair. Progressive Data Analysis: Roadmap and Research Agenda, Eurographics, pp.49-68, 2024, 978-3-03868-270-7. ⟨hal-04776603⟩
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Communication dans un congrès
Eve Sauvage, Sabrina Campano, Lydia Ouali, Cyril Grouin. Does the structure of textual content have an impact on language models for automatic summarization?. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop), Aug 2024, Bangkok, France. pp.280-285, ⟨10.18653/v1/2024.acl-srw.25⟩. ⟨hal-04762314⟩
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Communication dans un congrès, Communication dans un congrès
Magali Prost, Chloé Le Bail, Julie Lassalle, Marie Chizallet, Leïla Boudra, et al.. Ergonomics for sustainable development: issues, models and practices from the historical analysis of the ARPEGE’s French commitee Design for Sustainable Development. ECCE 2024: European Conference on Cognitive Ergonomics, Oct 2024, Paris, France. pp.1-8, ⟨10.1145/3673805.3673823⟩. ⟨hal-04771286⟩
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Article dans une revue
Clément Morand, Olivier Ridoux. CRI : A Competent Reader Imitator for detecting binomial names in an historical corpus. Lingvisticae investigationes : International Journal of Linguistics and Language, 2024, 47 (1), pp.30-67. ⟨10.1075/li.00107.mor⟩. ⟨hal-04764787⟩
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Communication dans un congrès
Victor Spitzer, Céline Gicquel, Evgeny Gurevsky, François Sanson. Dynamic two-stage programming for the stochastic lot-sizing problem with inventory bounds and lost sales. Conference PGMO Days 2024, Nov 2024, Palaiseau, France. ⟨hal-04768708⟩
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Rapport
Christine Froidevaux, Jean-Gabriel Ganascia, Claude Kirchner. Anonymisation des données : enjeux d’éthique pour la recherche scientifique. Inria. 2024. ⟨hal-04766842⟩
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Thèse
Inoussa Ouedraogo. Collaborative Immersive Analytics for Meteorological and Climatological Data. Human-Computer Interaction [cs.HC]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG048⟩. ⟨tel-04764690⟩
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Mémoire d'étudiant
Clément Morand. Evaluation of the environmental impacts of Natural Language Processing methods. Computer Science [cs]. 2023. ⟨dumas-04758937⟩
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Thèse
Armand Lacombe. Changes of representation for counter-factual inference. Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG009⟩. ⟨tel-04759706⟩
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Communication dans un congrès
Fanny Ducel, Aurélie Névéol, Karën Fort. Desiderata for Actionable Bias Research. New Perspectives on Bias and Discrimination in Language Technology, Nov 2024, Amsterdam (Pays-Bas), France. ⟨hal-04755691⟩
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Communication dans un congrès
Hui Yang, Mostepha Khouadjia, Nacéra Bennacer Seghouani, Yue Ma, Serge Delmas. Explainable Action-Recognition Based Approach For Unsupervised Video Anomaly Detection. International Symposium on Visual Computing (ISVC), Oct 2024, Lake Tahoe, United States. ⟨hal-04755410⟩
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Pré-publication, Document de travail
Stéphanie Chevalier, Julia Becker, Yujuan Gui, Vincent Noël, Cui Su, et al.. Data-driven inference of Boolean networks from transcriptomes to predict cellular differentiation and reprogramming. 2024. ⟨hal-04753079⟩
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Article dans une revue
Yanis Zatout, Adrien Toutant, Onofrio Semeraro, Lionel Mathelin, Françoise Bataille. A Priori Reconstruction of Thermal-Large Eddy Simulation (T-LES) by Deep Learning Reconstruction a Priori de Champs de Simulations Des Grandes Echelles Thermiques Par Apprentissage Profond. Entropie : thermodynamique – énergie – environnement – économie, 2023, 4 (3), ⟨10.21494/ISTE.OP.2023.1015⟩. ⟨hal-04751095⟩
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Article dans une revue
Stephane Durand, Kinda Khawam, Dominique Quadri, Steven Martin, Samer Lahoud, et al.. Federated Learning Game in IoT Edge Computing. IEEE Access, 2024, 12, pp.93060-93074. ⟨10.1109/ACCESS.2024.3420814⟩. ⟨hal-04724701⟩
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Article dans une revue
Jamil Zaghir, Marco Naguib, Mina Bjelogrlic, Aurélie Névéol, Xavier Tannier, et al.. Prompt Engineering Paradigms for Medical Applications: Scoping Review. Journal of Medical Internet Research, 2024, 26, pp.e60501. ⟨10.2196/60501⟩. ⟨hal-04752782⟩
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Communication dans un congrès
Mariana Neves, Cristian Grozea, Philippe Thomas, Roland Roller, Rachel Bawden, et al.. Findings of the WMT 2024 Biomedical Translation Shared Task: TestDéfinition courte Lorem ipsum Sets on Abstract Level. WMT24 – Ninth Conference on Machine Translation, Nov 2024, Miami, Florida, United States. pp.124-138. ⟨hal-04750560⟩
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Thèse
Théo Deschamps-Berger. Social Emotion Recognition with multimodal deep learning architecture in emergency call centers. Computation and Language [cs.CL]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG036⟩. ⟨tel-04750508⟩
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Thèse
Jules Pénuchot. Advanced techniques for high performance code generation. Distributed, Parallel, and Cluster Computing [cs.DC]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG050⟩. ⟨tel-04751989⟩
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Article dans une revue
P. Kashyap, Y. Duguet, Olivier Dauchot. Linear stability of turbulent channel flow with one-point closure. Physical Review Fluids, 2024, 9 (6), pp.063906. ⟨10.1103/PhysRevFluids.9.063906⟩. ⟨hal-04749262⟩
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Article dans une revue
Rahul Chacko, François Landes, Giulio Biroli, Olivier Dauchot, Andrea Liu, et al.. Dynamical Facilitation Governs the Equilibration Dynamics of Glasses. Physical Review X, 2024, 14 (3), pp.031012. ⟨10.1103/PhysRevX.14.031012⟩. ⟨hal-04749267⟩
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Communication dans un congrès
Gustavo H Rodrigues, Bruno Aristimunha, Sylvain Chevallier, Raphael Y de Camargo. Combining Euclidean Alignment and Data Augmentation for BCI decoding. EUSIPCO 2024 – 32nd European Signal Processing Conference, European Signal Processing Conference (EUSIPCO), Aug 2024, Lyon, France. ⟨10.48550/arXiv.2405.14994⟩. ⟨hal-04743791⟩
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Article dans une revue
Najet Hadj Mohamed, Cherifa Ben Khelil, Agata Savary, Iskander Keskes, Jean Yves Antoine, et al.. PARSEME-AR: Arabic reference corpus for multiword expressions using PARSEME annotation guidelines. Language Resources and Evaluation, 2024, ⟨10.1007/s10579-024-09763-7⟩. ⟨hal-04738059⟩