SDD
Science des Données
Des traces numériques de l’ensemble des activités humaines sont aujourd’hui disponibles dans tous les domaines, des données souvent massives, hétérogènes, dynamiques et de qualité variable (les 4 V du Big Data : Volume, Variété, Vélocité, Véracité). Leur exploitation conduit à la définition d’un quatrième paradigme scientifique : la conception et la validation d’hypothèses, de modèles théorique et d’algorithmes, guidées par les données et en interaction avec les experts du domaine. Le département Science des Données s’intéresse à répondre de façon robuste aux défis des 4V, en termes de passage à l’échelle face au volume et à la vélocité des données, et de résistance aux biais de diversité et de qualité. Ces objectifs définissent de nouvelles problématiques informatiques dans le domaine du stockage, de la communication, de l’analyse et de l’optimisation des traitements, de l’interrogation et de l’enrichissement des données, de la découverte des connaissances et de l’apprentissage de modèles.
Avec près de 40 chercheurs et enseignants-chercheurs, le département Sciences des Données couvre un spectre large de thématiques fondamentales et en lien avec les applications : bases de données, fouille de données, Web sémantique, représentation des connaissances, algorithmique, combinatoire, optimisation stochastique et distribuée, apprentissage statistique et réseaux neuronaux, réseaux de communication, simulation. Il dispose également d’une expertise approfondie de la recherche interdisciplinaire et du dialogue avec les experts des domaines d’applications (particulièrement en biologie, médecine, sciences humaines et sociales, physique expérimentale), permettant un accès privilégié aux données d’intérêt et à l’évaluation des modèles et des algorithmes.
Coordination
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Algorithmes, apprentissage et calcul, Sciences des Données
A&O
Charpiat Guillaume
Chercheur
Responsable du département Science des données
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Actualités
Publications récentes
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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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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
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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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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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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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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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
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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Communication dans un congrès
Kinda Khawam, Farah Yassine, Samer Lahoud, Yujie Tang, Dominique Quadri, et al.. Federated Non-Stochastic Multi-Armed Bandit for Channel Sensing in Cognitive Radio Systems. IEEE Wireless Communications and Networking Conference, Mar 2025, Milan, Italy. ⟨hal-04745653⟩
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Article dans une revue
Maël Lefeuvre, Michael David Martin, Flora Jay, Marie-Claude Marsolier, Céline Bon. GRUPS-rs, a high-performance ancient DNA genetic relatedness estimation software relying on pedigree simulations. Human Population Genetics and Genomics, 2024, 4 (1), pp.0001. ⟨10.47248/hpgg2404010001⟩. ⟨hal-04709778⟩
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Communication dans un congrès
Carlos Cuevas Villarmin, Sarah Cohen-Boulakia, Nona Naderi. Reproducibility in Named Entity Recognition: A Case Study Analysis. 2024 IEEE 20th International Conference on e-Science (e-Science), Sep 2024, Osaka, Japan. pp.1-10, ⟨10.1109/e-Science62913.2024.10678721⟩. ⟨hal-04706673⟩
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Communication dans un congrès
Djamel Mesbah, Nour El Madhoun, Khaldoun Al Agha, Hani Chalouati. Beyond the Code: Unraveling the Applicability of Graph Neural Networks in Smell Detection. The 27th International Conference on Network-Based Information Systems (NBiS-2024), Sep 2024, Asan, South Korea. pp.148–161, ⟨10.1007/978-3-031-72325-4_15⟩. ⟨hal-04703377⟩
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Communication dans un congrès
Olivier Inizan, Vincent Fromion, Anne Goelzer, Fatiha Saïs, Danai Symeonidou. An Ontology to Structure Biological Data: The Contribution of Mathematical Models. Metadata and Semantic Research, 2022, Bolzano (ITA), Italy. pp.57-64, ⟨10.1007/978-3-030-98876-0_5⟩. ⟨hal-04695320⟩
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Communication dans un congrès
Léa Guyon, Jérémy Guez, Evelyne Heyer, Raphaëlle Chaix. Is the post-Neolithic Y chromosome bottleneck necessarily explained by violent competition between lineages?. Journées de la Société d’Anthropologie de Paris, Jan 2023, Paris, France. ⟨10.4000/bmsap.11136⟩. ⟨hal-04671432⟩
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Article dans une revue
George Marchment, Bryan Brancotte, Marie Schmit, Frédéric Lemoine, Sarah Cohen-Boulakia. BioFlow-Insight: facilitating reuse of Nextflow workflows with structure reconstruction and visualization. NAR Genomics and Bioinformatics, 2024, 6 (3), pp.lqae092. ⟨10.1093/nargab/lqae092⟩. ⟨pasteur-04670359⟩
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Communication dans un congrès
Thibaut Soulard, Joe Raad, Fatiha Saïs. Validation temporelle explicable de faits par la découverte de contraintes temporelles complexes dans les graphes de connaissances. 35es Journées francophones d’Ingénierie des Connaissances (IC 2024) @ Plate-Forme Intelligence Artificielle (PFIA 2024), Jul 2024, La Rochelle, France. pp.62-71. ⟨hal-04650739⟩
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Communication dans un congrès
Stéphanie Chevalier, Déborah Boyenval, Gustavo Magaña-López, Théo Roncalli, Athénaïs Vaginay, et al.. BoNesis: a Python-based declarative environment for the verification, reprogramming, and synthesis of Most Permissive Boolean networks. CMSB 2024: 22nd International Conference on Computational Methods in Systems Biology, 2024, Pisa, Italy. ⟨10.1007/978-3-031-71671-3_6⟩. ⟨hal-04629083⟩
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Communication dans un congrès
Victor Spitzer, Céline Gicquel, Evgeny Gurevsky, François Sanson. Day-ahead lot-sizing under uncertainty: An application to green hydrogen production. 33rd European Conference on Operational Research (EURO 2024), Jun 2024, Copenhague, Denmark. ⟨hal-04631245⟩
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Communication dans un congrès
Clémence Sebe, Sarah Cohen-Boulakia, Olivier Ferret, Aurélie Névéol. Extraction d’entités nommées décrivant des chaînes de traitement bioinformatiques dans des articles scientifiques en anglais. 35èmes Journées d’Études sur la Parole (JEP 2024) 31ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2024) 26ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL 2024), Jul 2024, Toulouse, France. pp.422-434. ⟨hal-04623033⟩
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Article dans une revue
Julien Demiselle, Guillaume Duval, Jean-François Hamel, Anne Renault, Laëtitia Bodet-Contentin, et al.. Determinants of hospital and one-year mortality among older patients admitted to intensive care units: results from the multicentric SENIOREA cohort. Annals of Intensive Care, 2021, 11 (1), pp.35. ⟨10.1186/s13613-021-00804-w⟩. ⟨hal-04592566⟩
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Communication dans un congrès
Victor Spitzer, Céline Gicquel, Evgeny Gurevsky, François Sanson. Day-ahead lot-sizing under uncertainty: An application to green hydrogen production. 8th International Symposium on Combinatorial Optimization (ISCO 2024), May 2024, La Laguna, Tenerife, Canary Islands, Spain. ⟨10.1007/978-3-031-60924-4_30⟩. ⟨hal-04580335⟩
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N°spécial de revue/special issue
Fatiha Saïs, Emmanuel Adam, Grégory Bonnet, Dominique Longin. PFIA 2023. Bulletin de l’Association Française pour l’Intelligence Artificielle, 122, 2023, Association Française d’Intelligence Artificielle. ⟨hal-04559065⟩
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Thèse
Jorgelindo da Veiga Moreira. Modélisation de la bascule métabolique chez les cellules eucaryotes : application à la production de citrate chez la levure Yarrowia lipolytica. Biotechnologie. Université Paris Saclay (COmUE), 2019. Français. ⟨NNT : 2019SACLX015⟩. ⟨tel-02320659⟩
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Thèse
Hugues Mandon. Algorithmes pour la prédiction de stratégies de reprogrammation cellulaire dans les réseaux Booléens.. Algorithme et structure de données [cs.DS]. Université Paris Saclay (COmUE), 2019. Français. ⟨NNT : 2019SACLN060⟩. ⟨tel-02513383v2⟩
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Communication dans un congrès
Armita Khajeh Nassiri, Nathalie Pernelle, Fatiha Saïs, Gianluca Quercini. RE-miner for data linking results for OAEI 2020. Ontology Matching Workshop at ISWC 2020, Nov 2020, Athens, France. ⟨hal-04537965⟩
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Poster de conférence
Hui Yang, Mostepha Redouane Khouadjia, Nacéra Bennacer Seghouani, Yue Ma, Serge Delmas. Explainable Anomaly Detection for Context Semantic Awareness. Workshop HyCHA (Hybridation Connaissances, Humain et Apprentissage Statistique), Mar 2024, Gif sur Yvette, France. ⟨hal-04521991⟩
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Communication dans un congrès
Maroua Bahri, Silviu Maniu, Albert Bifet. A Sketch-Based Naive Bayes Algorithms for Evolving Data Streams. 2018 IEEE International Conference on Big Data (Big Data), Dec 2018, Seattle, United States. pp.604-613, ⟨10.1109/BigData.2018.8622178⟩. ⟨hal-04507533⟩
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Communication dans un congrès
David Nizard, Nicolas Dupin, Dominique Quadri. An exact dynamic programming algorithm, lower and upper bounds, applied to the large block sale problem. 2022 8th International Conference on Control, Decision and Information Technologies (CoDIT), May 2022, Istanbul, France. pp.146-151, ⟨10.1109/CoDIT55151.2022.9804160⟩. ⟨hal-04495072⟩
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Thèse
Marine Djaffardjy. Pipelines d’Analyse Bioinformatiques : solutions offertes par les Systèmes de Workflows, Cadre de représentation et Étude de la Réutilisation. Bio-informatique [q-bio.QM]. Université Paris-Saclay, 2023. Français. ⟨NNT : 2023UPASG059⟩. ⟨tel-04496191⟩
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Article dans une revue
Yue Su, Nicolas Dupin, Jakob Puchinger. A Deterministic Annealing Local Search for the Electric Autonomous Dial-a-Ride Problem. European Journal of Operational Research, 2023, 309 (3), pp.1091-1111. ⟨10.1016/j.ejor.2023.02.012⟩. ⟨hal-03211499v3⟩
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Thèse
Jérémy Guez. Cultural transmission of reproductive success: Causal mechanisms, genetic consequences, and machine-learning-based inference. Populations and Evolution [q-bio.PE]. Muséum national d’histoire naturelle, 2023. English. ⟨NNT : ⟩. ⟨tel-04482448⟩
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Communication dans un congrès
Thamer Mecharnia, Lydia Chibout Khelifa, Nathalie Pernelle, Fayçal Hamdi. An approach toward a prediction of the presence of asbestos in buildings based on incomplete temporal descriptions of marketed products. K-CAP ’19: Knowledge Capture Conference, 2019, Marina Del Rey, United States. pp.239-242, ⟨10.1145/3360901.3364428⟩. ⟨hal-04471235⟩
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Article dans une revue
Nicola Roberto Zema, Enrico Natalizio, Luigi Di Puglia Pugliese, Francesca Guerriero. 3D Trajectory Optimization for Multimission UAVs in Smart City Scenarios. IEEE Transactions on Mobile Computing, 2022, 23 (1), pp.1-11. ⟨10.1109/TMC.2022.3215705⟩. ⟨hal-04480209⟩
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Communication dans un congrès
Marc Velay, Bich-Liên Doan, Arpad Rimmel, Fabrice Popineau, Fabrice Daniel. Benchmarking Robustness of Deep Reinforcement Learning approaches to Online Portfolio Management. 2023 International Conference on Innovations in Intelligent Systems and Applications (INISTA), Sep 2023, Hammamet, Tunisia. pp.1-6, ⟨10.1109/INISTA59065.2023.10310402⟩. ⟨hal-04473989⟩
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Communication dans un congrès
Hugo Thimonier, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan. Beyond Individual Input for Deep Anomaly Detection on Tabular Data. 2nd Table Representation Learning Workshop @ NeurIPS 2023, Dec 2023, New Orleans, France. ⟨10.48550/arXiv.2305.15121⟩. ⟨hal-04473993⟩
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Thèse
Jieying Chen. Knowledge Extraction from Description Logic Terminologies. Information Retrieval [cs.IR]. Université Paris-Sud, 2018. English. ⟨NNT : ⟩. ⟨tel-04471349⟩
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Thèse
Luis Palacios Medinacelli. Knowledge Discovery for Avionics Maintenance : An Unsupervised Concept Learning Approach. Artificial Intelligence [cs.AI]. Université Paris Saclay (COmUE), 2019. English. ⟨NNT : 2019SACLS130⟩. ⟨tel-02285443⟩
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Poster de conférence
Coline Gianfrotta, Vladimir Reinharz, Olivier Lespinet, Dominique Barth, Alain Denise. A graph-based approach to classify A-minor motifs in RNA structures according to their structural context. ISMB: Intelligent Systems for Molecular Biology, Jul 2020, Virtual conference (Covid), Canada. ⟨hal-04469616⟩
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Article dans une revue
Daniel Etiemble, Ramzi Jaber. Design of (3,2) and (4,2) CNTFET Ternary Counters for Multipliers. Asian Journal of Research in Computer Science, 2023, 16 (3), pp.103-118. ⟨10.9734/ajrcos/2023/v16i3349⟩. ⟨hal-04465608⟩
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Thèse
Alexandra Zaharia. Mining conserved neighborhood patterns in metabolic and genomic contexts. Bioinformatics [q-bio.QM]. Université Paris Saclay (COmUE), 2018. English. ⟨NNT : 2018SACLS275⟩. ⟨tel-01933663v2⟩
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Thèse
Karima Rafes. Le Linked Data à l’université : la plateforme LinkedWiki. Web. Université Paris Saclay (COmUE), 2019. Français. ⟨NNT : 2019SACLS032⟩. ⟨tel-02003672⟩
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Poster de conférence
Coline Gianfrotta, Vladimir Reinharz, Olivier Lespinet, Dominique Barth, Alain Denise. A graph-based approach to classify A-minor motifs in RNA structures according to their structural context. JOBIM 2020, Jun 2020, Montpellier, France. JOBIM 2020 Poster Proceedings, pp.34, 2020. ⟨hal-04469625⟩
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Thèse
Cecile Moulin. Analyse des voies métaboliques au cours du cycle cellulaire : application au métabolisme du cancer. Bio-Informatique, Biologie Systémique [q-bio.QM]. Université Paris-Saclay, 2020. Français. ⟨NNT : 2020UPASG022⟩. ⟨tel-03164566⟩
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Communication dans un congrès
Coline Gianfrotta, Vladimir Reinharz, Dominique Barth, Alain Denise. A Graph-based Similarity Approach to Classify Recurrent Complex Motifs from their Context in RNA Structures. JOBIM 2021, Jul 2021, Institut Pasteur (Paris), France. pp.15. ⟨hal-04469623⟩
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Thèse
Coline Gianfrotta. Modélisation, analyse et classification de motifs structuraux d’ARN à partir de leur contexte, par des méthodes d’algorithmique de graphes. Bio-informatique [q-bio.QM]. Université Paris-Saclay, 2022. Français. ⟨NNT : 2022UPASG056⟩. ⟨tel-03867018⟩
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Communication dans un congrès
Jianqiang Cheng, Céline Gicquel, Abdel Lisser. Partial Sample Average Approximation Method for Chance Constrained Problems. ISMP2018 – 23rd Symposium on Mathematical Programming, Jul 2018, Bordeaux, France. ⟨hal-01886309⟩
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Article dans une revue
Jianqiang Cheng, Céline Gicquel, Abdel Lisser. Partial sample average approximation method for chance constrained problems. Optimization Letters, 2019, 13 (4), pp.657-672. ⟨10.1007/s11590-018-1300-8⟩. ⟨hal-01963918⟩
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Communication dans un congrès
Franco Quezada, Céline Gicquel, Safia Kedad-Sidhoum. A Stochastic Dual Dynamic Integer Programming for the Uncapacitated Lot-Sizing Problem with Uncertain Demand and Costs. ICAPS2019 – 29th International Conference on Automated Planning and Scheduling, Jul 2019, Berkeley, United States. pp.353-361, ⟨10.1609/icaps.v29i1.3498⟩. ⟨hal-02421766⟩
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Communication dans un congrès
Saïd Jabbour, Yue Ma, Badran Raddaoui. Handling disagreement in ontologies-based reasoning via argumentation. WISE 2019: 20th International Conference on Web Information Systems Engineering, Nov 2019, Hong-Kong, China. pp.389 – 406, ⟨10.1007/978-3-030-34223-4_25⟩. ⟨hal-02354031⟩
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Article dans une revue
Franco Quezada, Céline Gicquel, Safia Kedad-Sidhoum, Dong Quan Vu. A multi-stage stochastic integer programming approach for a multi-echelon lot-sizing problem with returns and lost sales. Computers and Operations Research, 2020, 116, pp.104865. ⟨10.1016/j.cor.2019.104865⟩. ⟨hal-02470310⟩
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Communication dans un congrès
Asma Lahbib, Abderrahim Ait Wakrime, Anis Laouiti, Khalifa Toumi, Steven Martin. An Event-B based approach for formal modelling and verification of smart contracts. AINA 2020: 34th International Conference on Advanced Information Networking and Applications, Apr 2020, Caserta, Italy. pp.1303-1318, ⟨10.1007/978-3-030-44041-1_111⟩. ⟨hal-02928201⟩
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Communication dans un congrès
Anthony A.W. Woznica, Dominique Quadri, Yezekael Hayel, Olivier Beaude. A bilevel model for centralized optimization of charging stops for EV on highways. NetGCoop, Springer CCIS 2020, Sep 2020, Cargese, France. ⟨hal-03005111⟩
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Communication dans un congrès
Ayse Akbalik, Céline Gicquel, Bernard Penz, Christophe Rapine. Capacity acquisition for the single-item lot sizing problem under energy constraints. Roadef 2016, Feb 2016, Compiègne, France. ⟨hal-01420958⟩
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Article dans une revue
Sabato Manfredi, Enrico Natalizio, Claudio Pascariello, Nicola Roberto Zema. A Packet Loss Tolerant Rendezvous Algorithm for Wireless Networked Robot Systems. Asian Journal of Control, 2017, Advances in Control and Optimization Over Wireless Sensor and Actuator Networks, 19 (4), pp.1413-1423. ⟨10.1002/asjc.1470⟩. ⟨hal-01672152⟩
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Communication dans un congrès
Sabato Manfredi, Claudio Pascariello, Nicola Roberto Zema, Isabelle Fantoni, Michal Król. A cooperative packet-loss-tolerant algorithm for Wireless Networked Robots rendezvous. IEEE International Conference on Computing, Networking and Communications (ICNC 2017), Jan 2017, Silicon Valley, United States. pp.1058-1062, ⟨10.1109/ICCNC.2017.7876281⟩. ⟨hal-01735080⟩
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Communication dans un congrès
Céline Gicquel, Jianqiang Cheng. A joint chance-constrained programming approach for the single-item capacitated lot-sizing problem with stochastic demand. ROADEF 2017 – 18e conférence de la société française de Recherche Opérationnelle et d’Aide à la décision, Feb 2017, Metz, France. ⟨hal-01467177⟩
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Communication dans un congrès
Karima Rafes, Sarah Cohen-Boulakia, Serge Abiteboul. Une autocomplétion générique de SPARQL dans un contexte multi-services. BDA 2017 – 33ème conférence sur la «Gestion de Données — Principes, Technologies et Applications», Nov 2017, Nancy, France. ⟨hal-01627760⟩
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Article dans une revue
Christophe Pradal, Sarah Cohen-Boulakia, Gaëtan Heidsieck, Esther Pacitti, Francois Tardieu, et al.. Distributed Management of Scientific Workflows for High-Throughput Plant Phenotyping. ERCIM News, 2018, Smart Farming, 113, pp.36-37. ⟨hal-01948568⟩
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Article dans une revue
Benoît Laflaquière, Gabrielle Leclercq, Chandarong Choey, Jingkui Chen, Sabine Pérès, et al.. Identifying Biomarkers of Wharton’s Jelly Mesenchymal Stromal Cells Using a Dynamic Metabolic Model: The Cell Passage Effect. Metabolites, 2018, 8 (1), pp.18. ⟨10.3390/metabo8010018⟩. ⟨hal-01784012⟩
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Pré-publication, Document de travail
Nicolas Pontois, Megumi Kaneko, Thi Ha Ly Dinh, Lila Boukhatem. User Pre-Scheduling and Beamforming with Imperfect CSI in 5G Fog Radio Access Networks. 2018. ⟨hal-01730142⟩
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Article dans une revue
Nika Abdollahi, Alexandre Albani, Eric Anthony, Agnes Baud, Mélissa Cardon, et al.. Meet-U: educating through research immersion. PLoS Computational Biology, 2018, 14 (3), pp.1-10. ⟨10.1371/journal.pcbi.1005992⟩. ⟨hal-01722019⟩
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Communication dans un congrès
Karen Boulos, Melhem El Helou, Kinda Khawam, Marc Ibrahim, Steven Martin, et al.. RRH clustering in cloud radio access networks with re-association consideration. 2018 IEEE Wireless Communications and Networking Conference (WCNC), Apr 2018, Barcelona, Spain. pp.1-6, ⟨10.1109/WCNC.2018.8377287⟩. ⟨hal-03001987⟩
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Article dans une revue
Céline Gicquel, Jianqiang Cheng. A joint chance-constrained programming approach for the single-item capacitated lot-sizing problem with stochastic demand. Annals of Operations Research, 2018, 264 (1-2), pp.123 – 155. ⟨10.1007/s10479-017-2662-5⟩. ⟨hal-01761106⟩
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Communication dans un congrès
Bachir Lahad, Marc Ibrahim, Samer Lahoud, Kinda Khawam, Steven Martin. A Statistical Model for Uplink/Downlink Intercell Interference and Cell Capacity in TDD HetNets. 2018 IEEE International Conference on Communications (ICC 2018), May 2018, Kansas City, United States. pp.1-6, ⟨10.1109/ICC.2018.8422924⟩. ⟨hal-03002068⟩
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Communication dans un congrès
Hassan Noura, Reem Melki, Ali Chehab, Mohammad Mansour, Steven Martin. Efficient and Secure Physical Encryption Scheme for Low-Power Wireless M2M Devices. 2018 14th International Wireless Communications & Mobile Computing Conference (IWCMC), Jun 2018, Limassol, France. pp.1267-1272, ⟨10.1109/IWCMC.2018.8450330⟩. ⟨hal-03002035⟩
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Communication dans un congrès
Hussein Taleb, Melhem El Helou, Samer Lahoud, Kinda Khawam, Steven Martin. An Efficient Heuristic for Joint User Association and RRH Clustering in Cloud Radio Access Networks. 2018 25th International Conference on Telecommunications (ICT), Jun 2018, St. Malo, France. pp.8-14, ⟨10.1109/ICT.2018.8464852⟩. ⟨hal-03002048⟩
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Communication dans un congrès
Hussein Taleb, Melhem El Helou, Kinda Khawam, Samer Lahoud, Steven Martin. Joint User Association and RRH Clustering in Cloud Radio Access Networks. 2018 Tenth International Conference on Ubiquitous and Future Networks (ICUFN), Jul 2018, Prague, Czech Republic. pp.376-381, ⟨10.1109/ICUFN.2018.8436797⟩. ⟨hal-03002044⟩
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Communication dans un congrès
Bachir Lahad, Marc Ibrahim, Samer Lahoud, Kinda Khawam, Steven Martin. Analytical Evaluation of Decoupled Uplink and Downlink Access in TDD 5G HetNets. 2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Sep 2018, Bologna, Italy. pp.1-7, ⟨10.1109/PIMRC.2018.8580698⟩. ⟨hal-03002013⟩
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Communication dans un congrès
Benoît Choffin, Naonori Ueda. Scaling Bayesian Optimization up to Higher Dimensions: a Review and Comparison of Recent Algorithms. 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP), Sep 2018, Aalborg, Denmark. ⟨10.1109/MLSP.2018.8517011⟩. ⟨hal-02265260⟩
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Communication dans un congrès
Mouna Kchaou Boujelben, Céline Gicquel. Location of electric vehicle charging stations under uncertainty on the driving range. ICCL2018 – 9th International Conference on Computational Logistics, Oct 2018, Vietri sul Mare, Italy. ⟨10.1007/978-3-030-00898-7_32⟩. ⟨hal-01886316⟩
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Communication dans un congrès
Duc Thang Ha, Lila Boukhatem, Megumi Kaneko, Steven Martin. An Advanced Mobility-Aware Algorithm for Joint Beamforming and Clustering in Heterogeneous Cloud Radio Access Network. MSWIM ’18: 21st ACM Int’l Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems, Oct 2018, Montreal QC, Canada. pp.199-206, ⟨10.1145/3242102.3242120⟩. ⟨hal-03001705⟩
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Pré-publication, Document de travail
Flora Jay, Simon Boitard, Frédéric Austerlitz. An ABC method for whole-genome sequence data: inferring paleolithic and neolithic human expansions. 2018. ⟨hal-01896856⟩
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Communication dans un congrès
Karen Boulos, Kinda Khawam, Melhem El Helou, Marc Ibrahim, Steven Martin, et al.. A Hybrid Approach for RRH Clustering in Cloud Radio Access Networks based on Game Theory. the 16th ACM International Symposium, Oct 2018, Montreal, Canada. pp.128-132, ⟨10.1145/3265863.3265880⟩. ⟨hal-03002026⟩
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Communication dans un congrès
Karima Rafes, Serge Abiteboul, Sarah Cohen-Boulakia, Bastien Rance. Designing scientific SPARQL queries using autocompletion by snippets. 14th IEEE International Conference on eScience, Oct 2018, Amsterdam, Netherlands. ⟨hal-01874780v2⟩
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Article dans une revue
Christophe Rapine, Bernard Penz, Céline Gicquel, Ayse Akbalik. Capacity acquisition for the single-item lot sizing problem under energy constraints. Omega, 2018, 81, pp.112-122. ⟨10.1016/j.omega.2017.10.004⟩. ⟨hal-01617045⟩
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Communication dans un congrès
Nhan Nguyen-Thanh, Dana Marinca, Kinda Khawam, Steven Martin, Lila Boukhatem. Multimedia Content Popularity: Learning and Recommending a Prediction Method. GLOBECOM 2018 – 2018 IEEE Global Communications Conference, Dec 2018, Abu Dhabi, Canada. pp.1-7, ⟨10.1109/GLOCOM.2018.8647370⟩. ⟨hal-03001723⟩
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Communication dans un congrès
Nicolas Pontois, Megumi Kaneko, Thi Ha Ly Dinh, Lila Boukhatem. User Pre-Scheduling and Beamforming with Outdated CSI in 5G Fog Radio Access Networks. GLOBECOM 2018 – 2018 IEEE Global Communications Conference, Dec 2018, Abu Dhabi, United Arab Emirates. pp.1-6, ⟨10.1109/GLOCOM.2018.8647539⟩. ⟨hal-03001743⟩
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Article dans une revue
Nicolas Dupin. Column generation for the discrete UC problem with min-stop ramping constraints. IFAC-PapersOnLine, 2019, 52 (13), pp.529-534. ⟨10.1016/j.ifacol.2019.11.186⟩. ⟨hal-02463008⟩
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Article dans une revue
Megumi Kaneko, Lila Boukhatem, Nicolas Pontois, Thi-Hà-Ly Dinh. User Pre-Scheduling and Beamforming with Imperfect CSI for Future Cloud/Fog-Radio Access Networks. IEICE Transactions on Communications, 2019, E102.B (7), pp.1230-1239. ⟨10.1587/transcom.2018ANI0001⟩. ⟨hal-03001776⟩
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Article dans une revue
Guangyu Li, Qiang Sun, Lila Boukhatem, Jinsong Wu, Jian Yang. Intelligent Vehicle-to-Vehicle Charging Navigation for Mobile Electric Vehicles via VANET-Based Communication. IEEE Access, 2019, 7, pp.170888-170906. ⟨10.1109/ACCESS.2019.2955927⟩. ⟨hal-03001803⟩
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Article dans une revue
Mouna Kchaou-Boujelben, Céline Gicquel. Efficient solution approaches for locating electric vehicle fast charging stations under driving range uncertainty. Computers and Operations Research, 2019, 109, pp.288-299. ⟨10.1016/j.cor.2019.05.012⟩. ⟨hal-02421667⟩
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Communication dans un congrès
Cecile Moulin, Laurent Tournier, Sabine Pérès. Using a hybrid approach to model central carbon metabolism across the cell cycle. International Workshop on Hybrid Systems Biology, Apr 2019, Prague, Czech Republic. ⟨10.1007/978-3-030-28042-0_9⟩. ⟨hal-02791386⟩
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Communication dans un congrès
Thi Ha Ly Dinh, Megumi Kaneko, Lila Boukhatem. Energy-Efficient User Association and Beamforming for 5G Fog Radio Access Networks. 2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC), Jan 2019, Las Vegas, United States. pp.1-6, ⟨10.1109/CCNC.2019.8651884⟩. ⟨hal-03001766⟩
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Communication dans un congrès
Sonia Haddad-Vanier, Celine Gicquel, Lila Boukhatem, Kahina Lazri, Paul Chaignon. Virtual Network Functions Placement for Defense Against Distributed Denial of Service Attacks. 8th International Conference on Operations Research and Enterprise Systems, Feb 2019, Prague, Czech Republic. ⟨10.5220/0007397601420150⟩. ⟨hal-03647235⟩
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Communication dans un congrès
Sonia Haddad-Vanier, Céline Gicquel, Lila Boukhatem, Kahina Lazri, Paul Chaignon. Virtual network functions placement for defense against distributed denial of service attacks. ICORES 2019 – 8th International Conference on Operations Research and Enterprise Systems, Feb 2019, Prague, Czech Republic. ⟨10.5220/0007397601420150⟩. ⟨hal-02421693⟩
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Communication dans un congrès
Walid Makhlouf, Mouna Kchaou Boujelben, Céline Gicquel. A bi-level programming approach to locate capacitated electric vehicle charging stations. CODIT 2019 – 6th IEEE International Conference on Control, Decision and Information Technologies, Apr 2019, Paris, France. ⟨10.1109/CoDIT.2019.8820636⟩. ⟨hal-02421760⟩
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Communication dans un congrès
Franco Quezada, Céline Gicquel, Safia Kedad-Sidhoum. Stochastic dual dynamic integer programming for a multi-echelon lot-sizing problem with remanufacturing and lost sales. CODIT 2019- 6th IEEE International Conference on Control, Decision and Information Technologies, Apr 2019, Paris, France. pp.1254-1259, ⟨10.1109/CoDIT.2019.8820709⟩. ⟨hal-02421713⟩
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Communication dans un congrès
Nicola Roberto Zema, Dominique Quadri, Steven Martin, Omar Shrit. Formation control of a mono-operated UAV fleet through ad-hoc communications: a Q-learning approach. 2019 16th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), Jun 2019, Boston, United States. pp.1-6, ⟨10.1109/SAHCN.2019.8824932⟩. ⟨hal-02348502⟩
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Article dans une revue
Flora Jay, Simon Boitard, Frédéric Austerlitz. An ABC Method for Whole-Genome Sequence Data: Inferring Paleolithic and Neolithic Human Expansions. Molecular Biology and Evolution, 2019, 36 (7), pp.1565-1579. ⟨10.1093/molbev/msz038⟩. ⟨hal-02274331⟩
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Article dans une revue
Duc Thang Ha, Lila Boukhatem, Megumi Kaneko, Nhan Nguyen-Thanh, Steven Martin. Adaptive beamforming and user association in heterogeneous cloud radio access networks: A mobility-aware performance-cost trade-off. Computer Networks, 2019, 160, pp.130-143. ⟨10.1016/j.comnet.2019.05.005⟩. ⟨hal-03001788⟩