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
Sylvain Famié, Mehdi Ammi, Vincent Bourdin, Michel Ange Amorim. Different spatio-temporal strategies for controlling a striking gesture to slide an object toward a target distance. 20ème congrès international de l’ACAPS (session “Contrôle moteur 2”), Oct 2023, Reims, France. http://acaps2023.univ-reims.fr/programme/. ⟨hal-05134642⟩
Year of publication
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Communication dans un congrès
Florent Michel, Benoît Malézieux, Matthieu Kowalski, Thomas Moreau. L’entropie comme mesure de difficulté des problèmes inverses. GRETSI’23 – XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France. ⟨hal-05132642⟩
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Pré-publication, Document de travail
Marion Ullmo, Nabila Aghnim, Aurélien Decelle, Miguel Aragon-Calvo. Predicting large scale cosmological structure evolution with GAN-based autoencoders. 2024. ⟨hal-04525380⟩
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Pré-publication, Document de travail
Alena Shilova, Alex Davey, Brahim Driss, Riad Akrour. StaQ it! Growing neural networks for Policy Mirror Descent. 2025. ⟨hal-05118839⟩
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Communication dans un congrès
Dylan Sechet, Matthieu Kowalski, Samy Mokhtari, Bruno Torrésani. Revisiting CHAMPAGNE: Sparse Bayesian Learning as Reweighted Sparse Coding. SampTA 2025 – International Conference on Sampling Theory and Applications, Jul 2025, Vienna, Austria. ⟨hal-05130740⟩
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Communication dans un congrès
Georges Quénot, A. Rambert, François Lusseyran, P Gougat. Simple and Accurate PIV Camera Calibration using a Single Target Image and Camera Focal Length.. 4th International Symposium on Particle Image Velocimetry, Sep 2001, Göttingen, Germany. ⟨hal-05124450⟩
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Communication dans un congrès
Guillaume Attuel, Matthieu Kowalski. Disentangling Myth from Reality: A Plea for exploring New Avenues. QIP25 – Quantum Information and Probability: from Foundations to Engineering, Andrei Khrennikov, Jun 2025, Vaxjö, Sweden. ⟨hal-05114054v2⟩
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Article dans une revue
Océane Koska, Arnaud Gazda. A pragma based C++ framework for hybrid quantum/classical computation. Science of Computer Programming, 2024, Science of Computer Programming, 236 (103119), ⟨10.48550/arXiv.2309.02605⟩. ⟨hal-04957748⟩
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Article dans une revue
Bérengère Podvin, L. Soucasse, F. Yvon. Analysis of Rayleigh-Bénard convection using latent Dirichlet allocation. Physical Review Fluids, 2024, 9 (6), pp.063502. ⟨10.1103/PhysRevFluids.9.063502⟩. ⟨hal-04729077⟩
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Communication dans un congrès
Manon Blanc, Olivier Bournez. Quantifiying the robustness of dynamical systems. Relating time and space to length and precision. Computer Science Logic CSL’24, Feb 2024, Naples, Italy. pp.17:1-17:20, ⟨10.4230/lipics.csl.2024.17⟩. ⟨hal-04303119⟩
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Communication dans un congrès
Badis Hammi, Tristan Billot, Danyil Bazain, Nicolas Binand, Maxime Jaen, et al.. An end-to-end approach for the detection of phishing attacks. Advanced Information Networking and Applications (AINA), Apr 2024, Kitakyushu, Japan. pp.314-325, ⟨10.1007/978-3-031-57916-5_27⟩. ⟨hal-04580467⟩
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Communication dans un congrès
Nour El Madhoun, Badis Hammi, Saad El Jaouhari, Djamel Mesbah, Elsi Ahmadieh. Addressing security challenges in copyright management applications : the blockchain perspective. Barolli, L. (eds) Advanced Information Networking and Applications (AINA), Apr 2024, Kitakyushu, Japan. pp.169-182, ⟨10.1007/978-3-031-57942-4_18⟩. ⟨hal-04690838⟩
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Article dans une revue
Ali Kadhum Idrees, Tara Ali-Yahiya, Sara Kadhum Idrees, Raphaël Couturier. EDaTAD: Energy-Aware Data Transmission Approach with Decision-Making for Fog Computing-Based IoT Applications. Journal of Network and Systems Management, 2024, 32 (3), pp.54 (30). ⟨10.1007/s10922-024-09828-6⟩. ⟨hal-04745456⟩
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Article dans une revue
Asma Lahbib, Khalifa Toumi, Anis Laouiti, Steven Martin. Blockchain based distributed trust management in IoT and IIoT: a survey. Journal of Supercomputing, 2024, 80 (15), pp.21867-21919. ⟨10.1007/s11227-024-06286-4⟩. ⟨hal-04906562⟩
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Article dans une revue
Gianfranco Durin, Vincenzo Maria Schimmenti, Marco Baiesi, Arianna Casiraghi, Alessandro Magni, et al.. Earthquake-like dynamics in ultrathin magnetic film. Physical Review B, 2024, 110, pp.L020405. ⟨10.1103/PhysRevB.110.L020405⟩. ⟨hal-04352576⟩
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Communication dans un congrès
Zakariae Belmekki, David Antonio Gómez Jáuregui, Patrick Reuter, Jun Li, Jean-Claude Martin, et al.. Generating Facial Expression Sequences of Complex Emotions with Generative Adversarial Networks. ICMI 2024 – 26th ACM International Conference on Multimodal Interaction, Nov 2024, San Jose, Costa Rica. pp.361-372, ⟨10.1145/3678957.3685712⟩. ⟨hal-04838242⟩
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Communication dans un congrès
Djamel Eddine Amir, Benjamin Hellouin de Menibus. Minimality and computability of languages of G-shifts. ICALP 2025, Aarhus University, Jul 2025, Aarhus, Denmark. ⟨hal-05117426⟩
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Article dans une revue
Pierre Fraigniaud, AmiArchitectures et modèles pour l'Interaction Paz, Sergio Rajsbaum. A speedup theorem for asynchronous computation with applications to consensus and approximate agreement. Distributed Computing, 2025, ⟨10.1007/s00446-025-00480-0⟩. ⟨hal-05114147⟩
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Article dans une revue
Sungbok Shin, Sanghyun Hong, Niklas Elmqvist. Visualizationary: Automating Design Feedback for Visualization Designers Using LLMs. IEEE Transactions on Visualization and Computer Graphics, In press, pp.1-17. ⟨10.1109/TVCG.2025.3579700⟩. ⟨hal-05112175⟩
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Pré-publication, Document de travail
Edgar Jaber, Emmanuel Remy, Vincent Chabridon, Mathilde Mougeot, Didier Lucor. Fusion of heterogeneous data for robust degradation prognostics. 2025. ⟨hal-05091317⟩
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Communication dans un congrès
Ulysse Le Clanche, Sarah Cohen-Boulakia, Yann Le Cunff, Olivier Dameron, Alban Gaignard. Assessing bioinformatics software annotations: bio.tools case-study. JOBIM 2025 – Journées Ouvertes en Biologie, Informatique et Mathématiques, Jul 2025, Bordeaux & Online, France. pp.1-7. ⟨hal-05096849⟩
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Communication dans un congrès
Pierre Lepagnol, Sahar Ghannay, Thomas Gerald, Christophe Servan, Sophie Rosset. Leveraging Information Retrieval to Enhance Spoken Language Understanding Prompts in Few-Shot Learning. Interpseech 2025, Aug 2025, Rotterdam, Netherlands. ⟨hal-05095796⟩
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Thèse
Charles Garnier. Modélisation numérique des écoulements ouverts de convection naturelle au sein d’un canal vertical asymétriquement chauffé. Mécanique des fluides [physics.class-ph]. Université Pierre et Marie Curie – Paris VI, 2014. Français. ⟨NNT : ⟩. ⟨tel-01127340⟩
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Communication dans un congrès
Jingyi Sun, Nicolas Audibert, Yaru Wu, Martine Adda-Decker. Corpus-Based Insights into Mandarin Neutral Tone: Effects of Tonal Context and Structural Patterns in Spontaneous Speech. Interspeech 2025, International Speech Communication Association (ISCA), Aug 2025, Rotterdam, Netherlands. Paper ID: 960. ⟨hal-05093006⟩
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Article dans une revue
Agata Savary. NLP-based Study of Universals of Linguistic Idiosyncrasy. Dagstuhl Reports, 2023, 13 (5), pp.64-67. ⟨hal-04323075⟩
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Communication dans un congrès
Matthieu Savary, Roland Cahen. Pédagogie du design par la recherche documentaire ouverte, coopérative et trans-disciplinaire en atelier de projets. AD•REC 2025 – Conférence Art Design Recherche : Faire, encore, École supérieure d’art et design de Saint-Étienne (Esadse), May 2025, Saint-Étienne, France. ⟨hal-05085608⟩
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Article dans une revue
P. Pico, L. Kahouadji, S. Shin, J. Chergui, Damir Juric, et al.. Surfactant-laden bubble bursting: dynamics of capillary waves and Worthington jet at large Bond number. Physical Review Fluids, 2024, 9 (8), pp.083606. ⟨10.1103/PhysRevFluids.9.083606⟩. ⟨hal-05083568⟩
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Article dans une revue
Abdullah Abdal, Lyes Kahouadji, Seungwon Shin, Jalel Chergui, Damir Juric, et al.. Pairwise interaction of in-line spheroids settling in a linearly-stratified fluid. Acta Mechanica, 2024, ⟨10.1007/s00707-024-04125-4⟩. ⟨hal-05083569⟩
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Communication dans un congrès
Nathalie Riche, Anna Offenwanger, Frederic Gmeiner, David Brown, Hugo Romat, et al.. AI-Instruments: Embodying Prompts as Instruments to Abstract & Reflect Graphical Interface Commands as General-Purpose Tools. CHI 2025 – CHI Conference on Human Factors in Computing Systems, Apr 2025, Yokohama, Japan. pp.1-18, ⟨10.1145/3706598.3714259⟩. ⟨hal-05085707⟩
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Communication dans un congrès
Eya Ben chaaben, Janin Koch, Wendy E. Mackay. “Should I choose a smaller model?”: Understanding ML Model Selection and Its Impact on Sustainability. CHI 2025 – Conference on Human Factors in Computing Systems, Apr 2025, Yokohama, Japan. pp.1-13, ⟨10.1145/3706598.3713240⟩. ⟨hal-05084548⟩
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Pré-publication, Document de travail
Dominique Laurent, Nicolas Spyratos. A Chase-based Approach to Consistent Answers of Analytic Queries in Star Schemas. 2025. ⟨hal-05080548⟩
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Pré-publication, Document de travail
Jian Chen, Petra Isenberg, Robert S Laramee, Tobias Isenberg, Michael Sedlmair, et al.. An Image-based Typology for Visualization. 2024. ⟨hal-05079549⟩
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Thèse
Mathieu Laï-King. Qualité des articles de recherche et modèles de langue neuronaux : applications au domaine biomédical. Intelligence artificielle [cs.AI]. Université Paris-Saclay, 2025. Français. ⟨NNT : 2025UPASG031⟩. ⟨tel-05079724⟩
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Thèse
Anna Offenwanger. Sketch-based support for the creation of expressive personal visualizations. Computer science. Université Paris-Saclay, 2025. English. ⟨NNT : 2025UPASG023⟩. ⟨tel-05077878⟩
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Pré-publication, Document de travail
Clément Morand, Anne-Laure Ligozat, Aurélie Névéol. Characterizing Goals and Impacts of Digitalization: The Case of Promises in French Healthcare Policies. 2025. ⟨hal-05066176⟩
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Poster de conférence
Juliette Meunier, Sébastien Rimbert, Arnaud Prouzeau, Fabien Lotte. Towards a protocol to find neurophysiological markers of collaborations. CORTICO 2025 – COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, May 2025, Lyon, France. ⟨hal-05069081⟩
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Communication dans un congrès
Luc Mottin, Julien Gobeill, Jeevanthi Liyana Pathirana, Nona Naderi, Anaïs Mottaz, et al.. Manuscript Classification to Support the Analysis of Biases in Publication Opportunities. The 35th Medical Informatics Europe Conference, May 2025, Glagow, United Kingdom. ⟨10.3233/SHTI250475⟩. ⟨hal-05070636⟩
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Poster de conférence
Romain Lloria, Florent Bouchard, Sylvain Chevallier, Frédéric Pascal. Blind separation with angular criteria. Journée du labo L2S, Jun 2023, Saint-Rémy-lès-Chevreuse, France. ⟨hal-05068005⟩
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Rapport
Karin Dassas, Cyrille Bonamy, Bruno Bzeznik, Romaric David, Emmanuelle Frenoux, et al.. Estimer l’impact carbone des activités numériques de l’Observatoire de Paris. EcoInfo. 2025, pp.1-47. ⟨hal-05068666⟩
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Communication dans un congrès
Xiaohan Peng, Janin Koch, Wendy E. Mackay. FusAIn: Composing Generative AI Visual Prompts Using Pen-based Interaction. CHI 2025 – CHI Conference on Human Factors in Computing Systems, Apr 2025, Yokohama, Japan. pp.1 – 20, ⟨10.1145/3706598.3714027⟩. ⟨hal-05065936⟩
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Pré-publication, Document de travail
Audrey Poinsot, Panayiotis Panayiotou, Alessandro Leite, Nicolas Chesneau, Özgür Şimşek, et al.. Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption. 2025. ⟨hal-05066031v2⟩
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Communication dans un congrès
Kei-Léo Brousmiche, Jean-Daniel Kant, Nicolas Sabouret, François Prenot-Guinard, Stéphane Fournier. From Field Data to Attitude Formation. Advances in Social Simulation 2015, ESSA, Sep 2015, Groningen, Netherlands. pp.1 – 14, ⟨10.1007/978-3-319-47253-9_1⟩. ⟨hal-01511333v2⟩
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Thèse
Remy Hosseinkhan-Boucher. On Learning-Based Control of Dynamical Systems. Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2025. English. ⟨NNT : 2025UPASG029⟩. ⟨tel-05061303⟩
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Communication dans un congrès
Wendy E. Mackay, Michel Beaudouin-Lafon. Interaction Substrates: Combining Power and Simplicity in Interactive Systems. CHI 2025 – CHI Conference on Human Factors in Computing Systems, ACM, Apr 2025, Yokohama, Japan. pp.1-16, ⟨10.1145/3706598.3714006⟩. ⟨hal-05058495⟩
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Article dans une revue
Nicolas Hiebel, Olivier Ferret, Karën Fort, Aurélie Névéol. Clinical text generation: Are we there yet?. Annual Review of Biomedical Data Science, 2025, 8, ⟨10.1146/annurev-biodatasci-103123-095202⟩. ⟨hal-05055957⟩
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Article dans une revue
Gianluca Fasano, Cristina Marras, Emilio Sanfilippo, Monica Brinzei, Mathieu Husson, et al.. Unlocking the Potential of DH+AI: Opportunities, Challenges, and Recommendations. La Lettre de l’InSHS, 2025, 4 (92), pp.48-50. ⟨hal-05052377⟩
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Article dans une revue
Arezoo Saedi, Afsaneh Fatemi, Mohammad Ali Nematbakhsh, Sophie Rosset, Anne Vilnat. Entity search based on consumer preferences leveraging user reviews. Expert Systems with Applications, 2025, 275, pp.126990. ⟨10.1016/j.eswa.2025.126990⟩. ⟨hal-05047109⟩
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Article dans une revue
Dominique Barth, Dimitri Watel, Marc-Antoine Weisser. Correcting a graph into a linegraph minimizing hamming distance edition is NP-complete and FPT by treewidth. Journal of Graph Algorithms and Applications, 2025, 29 (1), pp.63-90. ⟨10.7155/jgaa.v29i1.3029⟩. ⟨hal-05051712⟩
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Article dans une revue
Severin Engert, Andreas Peetz, Konstantin Klamka, Pierre Surer, Tobias Isenberg, et al.. Augmented Dynamic Data Physicalization: Blending Shape-changing Data Sculptures with Virtual Content for Interactive Visualization. IEEE Transactions on Visualization and Computer Graphics, In press, ⟨10.1109/TVCG.2025.3547432⟩. ⟨hal-05050880⟩
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Communication dans un congrès
Tobias Rau, Tobias Isenberg, Andreas Koehn, Michael Sedlmair, Benjamin Lee. Traversing Dual Realities: Investigating Techniques for Transitioning 3D Objects between Desktop and Augmented Reality Environments. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2025), ACM, Apr 2025, Yokohama, Japan. article no. 1236, 16 p., ⟨10.1145/3706598.3713949⟩. ⟨hal-05050852⟩
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Thèse
Tove Grimstad Bang. Designing in conversation with dance and movement practice using first-person methods. Human-Computer Interaction [cs.HC]. Université Paris-Saclay, 2025. English. ⟨NNT : 2025UPASG017⟩. ⟨tel-05049056⟩
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Communication dans un congrès
Alexis Redondo, Guillaume Kasperski, Gérard Labrosse. Simulation à précision spectrale d’écoulements en géométrie déformée. CFM 2007 – 18ème Congrès Français de Mécanique, Aug 2007, Grenoble, France. ⟨hal-03362518⟩
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Communication dans un congrès
Foucauld Estignard, Sahar Ghannay, Julien Girard-Satabin, Nicolas Hiebel, Aurélie Névéol. Evaluating the Confidentiality of Synthetic Clinical Texts Generated by Language Models. 23rd International Conference on Artificial Intelligence in Medicine (AIME), Jun 2025, Pavie, Italy. ⟨hal-05046326v2⟩
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Pré-publication, Document de travail
Gabrielidis Hugo, Filippo Gatti, Vialle Stephane. Physics-Based Super-Resolved Simulation of 3D Elastic Wave Propagation Adopting Scalable Diffusion Transformer. 2025. ⟨hal-05044913⟩
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Logiciel
Pierre Thomas Froidevaux, Alexandre Blondin-Massé, Chiara Marmo, Jérémy Neveu, Jean Privat, et al.. Travo. 2025, ⟨swh:1:dir:25c53be9cb372dca46dc311c114c9d961127225b;origin=https://gitlab.com/travo-cr/travo;visit=swh:1:snp:5f0faa62d3619f576a8a041c609ac66820f54a80;anchor=swh:1:rev:fd9302aab27cb93dc1ef24b3ab13a3da163564ca⟩. ⟨hal-05030605⟩
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Article dans une revue
B. Podvin, Yann Fraigneau. Low-dimensional analysis and modelling of the flow over a forward-facing step. Journal of Fluid Mechanics, 2024, 1000, pp.A69. ⟨10.1017/jfm.2024.1051⟩. ⟨hal-05042685⟩
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Article dans une revue
Diana Baltean-Carlès, Yann Fraigneau, Catherine Weisman. Gravity effects in a compact thermoacoustic cavity. Journal of the Acoustical Society of America, 2025, 157 (2), pp.833-844. ⟨10.1121/10.0035581⟩. ⟨hal-05042693⟩
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Pré-publication, Document de travail
Felipe V. Furquim, Daniel Cordeiro, Valentin Dardilhac, Johanne Cohen. Characterizing Strategyproofness Through Score Functions in Voting Mechanisms. 2025. ⟨hal-05040764⟩
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Article dans une revue, Article dans une revue
Julien Rauch, Damien Rontani, Stéphane Vialle. Data clustering on hybrid classical-quantum NISQ architecture with generative-based variational and parallel algorithms. Journal of Systems Architecture, In press, Special Issue on Architecture of Computing Systems Conference 2024, 165, pp.103431. ⟨10.1016/j.sysarc.2025.103431⟩. ⟨hal-05040633⟩
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Article dans une revue, Article dans une revue
Guanlin He, Stéphane Vialle, Marc Baboulin. Generating Sparse Matrices for Large-scale Spectral Clustering on a Single GPU. International Journal of Parallel Programming, In press, 53 (4), pp.22. ⟨10.1007/s10766-025-00799-y⟩. ⟨hal-05040711⟩
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Article dans une revue
Benoist Laurent, André Lanrezac, Hubert Santuz, Nicolas Ferey, Olivier Delalande, et al.. BioSpring: An elastic network framework for interactive exploration of macromolecular mechanics. Protein Science, 2025, 34 (5), pp.e70130. ⟨10.1002/pro.70130⟩. ⟨hal-05039981⟩
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Communication dans un congrès
Clément Chenevière, Wenjie Fang, Corentin Henriet. A new definition for m-Cambrian lattices. 37th International Conference on Formal Power Series and Algebraic Combinatorics (Sapporo 2025), Jul 2025, Sapporo, Hokkaido, Japan. ⟨hal-05033707⟩
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Article dans une revue
Nemo Malhomme, Davide Faranda, Lionel Mathelin, Bérengère Podvin. Evaluation of the Atmospheric Circulation of CMIP6 Models for Extreme Temperature Events Using Latent Dirichlet Allocation. Journal of Climate, 2025, 38 (5), pp.1289-1304. ⟨10.1175/JCLI-D-23-0719.1⟩. ⟨hal-05029195⟩
Year of publication
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Article dans une revue
Debashis Panda, Lyes Kahouadji, Laurette Tuckerman, Seungwon Shin, Jalel Chergui, et al.. Marangoni-driven patterns, ridges, and hills in surfactant-covered parametric surface waves. Journal of Fluid Mechanics, 2025, 1008, pp.R4. ⟨10.1017/jfm.2025.245⟩. ⟨hal-05029962⟩
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Communication dans un congrès
Virginie Daru, Marie-Christine Duluc, Patrick Le Quéré, Damir Juric. Simulation numérique d’écoulements liquide-gaz en approximation bas Mach. Congrès Français de Mécanique, Jan 2009, Marseille, France. pp.1-6. ⟨hal-05029137⟩
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Pré-publication, Document de travail
Benjamin Hellouin de Menibus, Ville Salo, Ilkka Törmä. Symbol Frequencies in Surjective Cellular Automata. 2025. ⟨hal-05026614⟩
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Rapport
Ségolène Aymé, R Choquet, L Devillers, M Gilard, M Kelly-Irving, et al.. Benefits and Risks of Using Health Data for Research. Paris Brain Institute-ICM, Inserm U 1127, CNRS UMRUnité Mixte de Recherche 7225, Sorbonne University, Paris, France. 2023. ⟨hal-04371062⟩
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Article dans une revue
F. Tuerke, F. Lusseyran, Denisse Sciamarella, L. Pastur, G. Artana. Nonlinear delayed feedback model for incompressible open cavity flow. Physical Review Fluids, 2020, 5 (2), pp.1-13. ⟨10.1103/physrevfluids.5.024401⟩. ⟨hal-03029730⟩
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Article dans une revue
Frédérique Mélanie-Becquet, Jean Barré, Olga Seminck, Clément Plancq, Marco Naguib, et al.. BookNLP-fr, the French Version of BookNLP.. Journal of Computational Literary Studies, 2024, 3 (1), pp.1-34. ⟨10.48694/jcls.3924⟩. ⟨hal-04838805⟩
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Pré-publication, Document de travail
Niccolò Perrone, Fanny Lehmann, Hugo Gabrielidis, Stefania Fresca, Filippo Gatti. Integrating Fourier Neural Operators with Diffusion Models to improve Spectral Representation of Synthetic Earthquake Ground Motion Response. 2025. ⟨hal-05016980⟩
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Pré-publication, Document de travail
Guillaume Attuel, Matthieu Kowalski. Quantum pseudo-weirdness: Disentangling myth from reality.. 2025. ⟨hal-04970178v5⟩
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Communication dans un congrès
Djamel Mesbah, Nour El Madhoun, Khaldoun Al Agha, Hani Chalouati. Exploring NLP Techniques for Code Smell Detection: A Comparative Study. The 39th International Conference on Advanced Information Networking and Applications (AINA-2025), Apr 2025, Barcelone, Spain. ⟨hal-05014865⟩
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Communication dans un congrès
Vanessa Peña-Araya, Consuelo Martínez Fontaine, Xiang Wei, Guillaume Delpech, Anastasia Bezerianos. Uncertainty in Science is Malleable. Advocating for User-Agency in Defining Uncertainty in Visualizations: a Case Study in Geology. CHI 2025 – 43rd SIGCHI conference on Human Factors in computing systems, ACM, Apr 2025, Yokohama, Japan. ⟨10.1145/3706598.3713972⟩. ⟨hal-05004600⟩
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Article dans une revue
Ying Wang, Anne Sergent, Didier Saury, Denis Lemonnier, Patrice Joubert. Gas radiation effect on a turbulent thermal plume in a confined cavity using direct numerical simulation. International Journal of Thermal Sciences, 2025, 213, pp.109820. ⟨10.1016/j.ijthermalsci.2025.109820⟩. ⟨hal-04997739⟩
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Thèse
Fabricio Cravo. Design of Distributed Biological Circuits. Bioinformatics [q-bio.QM]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG059⟩. ⟨tel-05007253⟩
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Communication dans un congrès
Lisa Raithel, Philippe Thomas, Bhuvanesh Verma, Roland Roller, Hui-Syuan Yeh, et al.. Overview of #SMM4H 2024 – Task 2: Cross-Lingual Few-Shot Relation Extraction for Pharmacovigilance in French, German, and Japanese. 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.170-182. ⟨hal-04781015⟩
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Article dans une revue
Grégoire Menguy, Sébastien Bardin, Arnaud Gotlieb, Nadjib Lazaar. A Query-Based Constraint Acquisition Approach for Enhanced Precision in Program Precondition Inference. Journal of Artificial Intelligence Research, 2025, 82, pp.901-936. ⟨10.1613/jair.1.16206⟩. ⟨hal-04996488⟩
Year of publication
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Pré-publication, Document de travail
Mathilde Aguiar, Pierre Zweigenbaum, Nona Naderi. Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient’s Point of View. 2025. ⟨hal-04992084⟩
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Pré-publication, Document de travail
Marc Baboulin, Oguz Kaya, Theo Mary, Matthieu Robeyns. Numerical stability of tree tensor network operations, and a stable rounding algorithm. 2025. ⟨hal-04996127⟩
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Chapitre d'ouvrage
Mathieu Constant, Marie Candito, Yannick Parmentier, Carlos Ramisch, Agata Savary. Construction, exploitation et exploration de ressources linguistiques pour le traitement automatique des expressions polylexicales en français : le projet PARSEME-FR. Lidia Becker; Julia Kuhn; Christina Ossenkop; Claudia Polzin-Haumann; Elton Prifti. Digitale romanistische Sprachwissenschaft: Stand und Perspektiven, Narr Francke Attempto Verlag GmbH + Co. KG, pp.219-250, 2023, Romanistisches Kolloquium, 978-3-8233-8506-6. ⟨hal-04995189⟩
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Communication dans un congrès
Inoussa Ouedraogo, Huyen Nguyen, Patrick Bourdot. Where to Draw the Line: Physical Space Partitioning and View Privacy in AR-based Co-located Collaboration for Immersive Analytics. ACM 2024 Symposium on Spatial User Interaction (SUI ’24), Oct 2024, Trier, Germany. pp.20, ⟨10.1145/3677386.3682085⟩. ⟨hal-04701730⟩
ARAIAugmented Reality and Artificial Intelligence, VENISE
Year of publication
Available in free access
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Thèse
Rémi Uro. Détection et caractérisation des interruptions dans les interactions orales pour la description du comportement des femmes et des hommes dans les contenus audiovisuels. Informatique et langage [cs.CL]. Université Paris-Saclay, 2024. Français. ⟨NNT : 2024UPASG055⟩. ⟨tel-04994439⟩
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Poster de conférence
Cyriaque Rousselot, Olivier Allais, Philippe Caillou, Julia Mink, Florian Yger. Assessing the Impact of Pesticide Exposure on Population Health Using Large-Scale Data Integration and Modelling. E4H Annual Forum 2024 – Engineering for Health Annual Forum, Nov 2024, Palaiseau (Ecole Polytechnique), France. ⟨hal-04991195⟩
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Thèse
Emmanuel Goutierre. Machine learning-based particle accelerator modeling. Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG106⟩. ⟨tel-04995631⟩
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Pré-publication, Document de travail
Stéphane Rivaud, Louis Fournier, Thomas Pumir, Eugene Belilovsky, Michael Eickenberg, et al.. PETRA: Parallel End-to-end Training with Reversible Architectures. 2025. ⟨hal-04594647v2⟩
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Communication dans un congrès
Cyriaque Rousselot, Olivier Allais, Philippe Caillou, Julia Mink, Florian Yger. Assessing Impact of Pesticide Exposure on Child Health using Large-Scale Data Integration and Modelling. Workshop Qualité de l’Air, Agriculture et Santé Humaine, Nov 2024, Saint Rémy lès Chevreuses, France. ⟨hal-04991175⟩
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Thèse
Artur Gesla. Numerical investigation of the dynamics of an axisymmetric rotor-stator flow. Fluid mechanics [physics.class-ph]. Sorbonne Université, 2024. English. ⟨NNT : 2024SORUS470⟩. ⟨tel-04990045⟩
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Proceedings/Recueil des communications
Vincent Cavez, Catherine Letondal, Caroline Appert, Emmanuel Pietriga. EuterPen: Unleashing Creative Expression in Music Score Writing. CHI 2025 – 43rd SIGCHI conference on Human Factors in computing systems, Apr 2025, Yokohama, Japan. 2025, ⟨10.1145/3706598.3713488⟩. ⟨hal-04989074⟩
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Communication dans un congrès
Ivan Delbende, Maurice Rossi, C Selçuk. Saute-mouton de vortex hélicoïdaux : une approche de type système dynamique. congres francais de mécanique, Aug 2019, brest, France. ⟨hal-03064492⟩
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Pré-publication, Document de travail
Victor Spitzer, Céline Gicquel, Evgeny Gurevsky, François Sanson. An approximate dynamic programming approach for multi-stage stochastic lot-sizing under a Decision-Hazard-Decision information structure. 2025. ⟨hal-04987947v2⟩
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Communication dans un congrès
Amel Fraisse, Patrick Paroubek, Ramit Goyal, Nassreddine Znaidi. Measuring Multilingualism in Online Public Access Catalogs. The ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL), Dec 2024, Hong Kong, China. ⟨10.1145/3677389.3702544⟩. ⟨hal-04986773⟩
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Communication dans un congrès
Manon Scholivet, Agata Savary, Louis Estève, Marie Candito, Carlos Ramisch. SELEXINI – a large and diverse automatically parsed corpus of French. Building and Using Comparable Corpora (BUCC), Jan 2025, Abu DHABI, United Arab Emirates. ⟨hal-04978746⟩
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Thèse
Vincent Cavez. Designing Pen-based Interactions for Productivity and Creativity. Human-Computer Interaction [cs.HC]. Université Paris-Saclay, 2025. English. ⟨NNT : 2025UPASG013⟩. ⟨tel-04986694⟩
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Communication dans un congrès
Michele de Bonis, Patrick Bourdot, Huyen Nguyen. Context-Based Annotation Visualisation in Virtual Reality: A Use Case in Archaeological Data Exploration. EuroXR 21st International Conference 2024, Nov 2024, Athènes, Greece. pp.95-119, ⟨10.1007/978-3-031-78593-1_7⟩. ⟨hal-04978190⟩
ARAIAugmented Reality and Artificial Intelligence, ARAIAugmented Reality and Artificial Intelligence, VENISE
Year of publication
Available in free access
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Communication dans un congrès
Katerina Batziakoudi, Florent Cabric, Stéphanie Rey, Jean-Daniel Fekete. Lost in Magnitudes: Exploring Visualization Designs for Large Value Ranges. Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, ACM, Apr 2025, Yokohama, Japan. pp.1-18 Article No.: 1170, ⟨10.1145/3706598.3713487⟩. ⟨hal-04981028⟩
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Communication dans un congrès
Yue Zhao, Yunhai Wang, Xu Luo, Yanyan Wang, Jean-Daniel Fekete. Libra: An Interaction Model for Data Visualization. Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, ACM, Apr 2025, Yokohama, Japan. pp.1-17, Article No.: 1169, ⟨10.1145/3706598.3713769⟩. ⟨hal-04979983⟩
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Communication dans un congrès
Daeun Jeong, Sungbok Shin, Jongwook Jeong. Conversation Progress Guide : UI System for Enhancing Self-Efficacy in Conversational AI. Proceedings of the CHI Conference on Human Factors in Computing Systems, ACM, Apr 2025, Yokohama, Japan. Article No.: 180, 11p., ⟨10.1145/3706598.3714222⟩. ⟨hal-04977135v2⟩
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Chapitre d'ouvrage
William Turner, Jean-Baptiste Meyer, Paul de Guchteneire, Asmaa Azizi. Diaspora Wissensnetzwerke. Uwe Hunger; Kathrin Kissau. Internet und Migration : Theoretische Zugange und empirische Befunde, VS Verlag, pp.90-130, 2009, ⟨10.1007/978-3-531-91902-7_6⟩. ⟨hal-04972745⟩
Year of publication
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Pré-publication, Document de travail
Christophe Hohlweg, Viviane Pons. A conjecture on descents, inversions and the weak order. 2025. ⟨hal-04966542⟩
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Communication dans un congrès
Michel Beaudouin-Lafon. L’usage du son dans les systèmes interactifs. Journées d’informatique musicale 1994, 1994, Bordeaux, France. 6 p. ⟨hal-03110430⟩