Le département Science des Données rassemble quatre équipes d’expertises reconnues et complémentaires, couvrant la modélisation, la collection, la gestion, l’analyse et la construction de données et de connaissances (A&O, Bioinfo, LaHDAK, Rocs), permettant d’explorer les synergies entre expertises liées aux données, à l’apprentissage et à l’optimisation, notamment en lien avec les domaines de la bio-informatique, de l’IoT et des graphes de 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
Algorithmes, apprentissage et calcul, Sciences des Données
Clémence Sebe, Aurélie Névéol, Sarah Cohen-Boulakia, Alban Gaignard. Extraction d'informations sur les workflows scientifiques à partir de la littérature. 23ème conférence francophone sur l'Extraction et la Gestion des Connaissances (EGC), Jan 2023, Lyon, France. pp.313-320. ⟨hal-03991363⟩
Olivier Inizan, Vincent Fromion, Anne Goelzer, Fatiha Saïs, Danai Symeonidou. Une ontologie pour organiser les données de processus biologiques: la contribution des modèles mathématiques. 33es Journées francophones d'Ingénierie des Connaissances, Jun 2022, Saint-Étienne, France. ⟨hal-04018466⟩
Jérémy Guez, Guillaume Achaz, François Bienvenu, Jean Cury, Bruno Toupance, et al.. Understanding and inferring cultural transmission of reproductive success. Probabilistic Modeling in Genomics, Mar 2022, Oxford, United Kingdom. ⟨hal-04016758⟩
Arnaud Quelin, Jérémy Guez, Ferdinand Petit, Flora Jay, Frederic Austerlitz. Inference of the Cultural Transmission of Reproductive Success from human genomic data: ABC and machine learning methods. Junior Conference on DataScience and Engeneering 2022, Sep 2022, Palaiseau, France. ⟨hal-04011855⟩
Souhir Gahbiche, Nathalie Pernelle, Fatiha Saïs. Explication de décisions de réconciliation de références : approche fondée sur les réseaux de Petri colorés. EGC, Jan 2010, Hammamet, Tunisie. 327-338 bibsource = DBLP, http://dblp.uni-trier.de. ⟨inria-00491197⟩
Rania Khefifi, Pascal Poizat, Fatiha Saïs. Modélisation et interrogation d'espaces d'informations personnelles sensibles au contexte.. Extraction et Gestion des Connaissances, Jan 2012, Bordeaux, France. pp.573-574. ⟨hal-00832944⟩
Nathalie Pernelle, Fatiha Saïs. Classification Rule Learning for Data Linking. Linked Web Data Managment (LWDM 2012),, Mar 2012, Berlin, Germany. pp.136-139. ⟨hal-00832948⟩
Nathalie Pernelle, Fatiha Saïs, Danai Symeonidou. An automatic key discovery approach for data linking. Journal of Web Semantics, 2013, 23, pp.16–30. ⟨10.1016/j.websem.2013.07.001⟩. ⟨hal-01276599⟩
Danai Symeonidou, Nathalie Pernelle, Fatiha Saïs. Discovering keys in RDF/OWL dataset with KD2R. In the proceedings of the 2nd International workshop on Open Data (WOD 2013), Jun 2013, Paris, France. ⟨10.1145/2500410.2500419⟩. ⟨hal-01276594⟩
Tom Ameloot, Jan van den Bussche, Emmanuel Waller. On the expressive power of update primitives. the 32nd symposium, Jun 2013, New York, France. pp.139-150, ⟨10.1145/2463664.2465218⟩. ⟨hal-01816093⟩
Tom Ameloot, Jan van den Bussche, Emmanuel Waller. On the expressive power of update primitives. 29ème Journées Base de Données Avancées , Oct 2013, Nantes, France. ⟨hal-01816894⟩
Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki. Immutably Answering Why-Not Questions for Equivalent Conjunctive Queries. TaPP 2014 – 6th USENIX Workshop on the Theory and Practice of Provenance, Jun 2014, Cologne, Germany. ⟨hal-01095479⟩
Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki. Répondre à des requêtes Why-Not indépendamment de la représentation des requêtes. Bases de données avancées (BDA14), Oct 2014, Autrans-Grenboble, France. ⟨hal-01095491⟩
Danai Symeonidou, Vincent Armant, Nathalie Pernelle, Fatiha Saïs. SAKey: Scalable Almost Key Discovery in RDF Data. International Semantic Web Conference (ISWC), Oct 2014, Riva del Garda, Italy. pp.33-49, ⟨10.1007/978-3-319-11964-9_3⟩. ⟨hal-02965414⟩
Laura Papaleo, Nathalie Pernelle, Fatiha Saïs, Cyril Dumont. Logical Detection of Invalid SameAs Statements in RDF Data. In proceedings of the 19th International Conference on Knowledge Engineering and Knowledge Management, EKAW 2014, Nov 2014, Linkoping, Sweden. ⟨10.1007/978-3-319-13704-9_29⟩. ⟨hal-01275943⟩
Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki. Efficient computation of polynomial explanations of Why-Not questions. 31ème Conférence sur la Gestion de Données — Principes, Technologies et Applications – BDA 2015, Sep 2015, Île de Porquerolles, France. ⟨hal-01182104⟩
Céline Alec, Chantal Reynaud-Delaître, Brigitte Safar. An Ontology-Driven Approach for Semantic Annotation of Documents with Specific Concepts. The Semantic Web. Latest Advances and New Domains. 13th ESWC 2016, May 2016, Heraklion, Greece. pp.609-624. ⟨hal-01328184⟩
Yoland Savriama, Marco Vitulo, Sylvain Gerber, Vincent Debat, Giuseppe Fusco. Modularity and developmental stability in segmented animals: variation in translational asymmetry in geophilomorph centipedes. Development Genes and Evolution, 2016, 226 (3), pp.187-196. ⟨10.1007/s00427-016-0538-3⟩. ⟨hal-03887499⟩
Nicole Bidoit, Melanie Herschel, Katerina Tzompanaki. Refining SQL Queries based on Why-Not Polynomials. 8th USENIX Workshop on the Theory and Practice of Provenance, TaPP 2016, Jun 2016, Washington, D.C., United States. ⟨hal-01715595⟩
Céline Alec, Chantal Reynaud-Delaître, Brigitte Safar. A model for Linked Open Data Acquisition and SPARQL Query Generation. 22nd International Conference on Conceptual Structure , Jul 2016, Annecy, France. pp.237-251. ⟨hal-01345087⟩
Jieying Chen, Michel Ludwig, Dirk Walther. On Computing Minimal EL -Subsumption Modules. Proceedings of the Joint Ontology Workshops 2016, Jul 2016, Annecy, France. ⟨hal-01483476⟩
Hassan Ibrahim, Philippe Dague, Laurent Simon. SAT-Based Testing of Diagnosability and Predictability of Centralized and Distributed Discrete Event Systems. 8th International Conference on Advances in System Testing and Validation Lifecycle VALID’16, Aug 2016, Rome, Italy. ⟨hal-01483428⟩
Xiaowang Zhang, Kewen Wang, Zhe Wang, Yue Ma, Guilin Qi, et al.. A Distance-based Framework for Inconsistency-Tolerant Reasoning and Inconsistency Measurement in DL-Lite. International Journal of Approximate Reasoning, 2016, 89, pp.58-79. ⟨10.1016/j.ijar.2016.08.003⟩. ⟨hal-01483472⟩
Farid Nouioua, Philippe Dague, Lina Ye. Predictability in probabilistic discrete event systems. 8th International Conference on Soft Methods in Probability and Statistics SMPS 2016, Sep 2016, Rome, Italy. ⟨hal-01483427⟩
Nathalie Pernelle, Fatiha Saïs, Daniel Mercier, Sujeeban Thuraisamy. RDF data evolution: efficient detection and semantic representation of changes. Semantic Systems – SEMANTiCS2016, Sep 2016, Leipzig, Germany. 4 p., Proceedings of the Posters and Demos Track of the 12th International Conference on Semantic Systems – SEMANTiCS2016. ⟨10.1145/1235⟩. ⟨hal-01476021⟩
Loïc Paulevé. Pint, a static analyzer for dynamics of Automata Networks. 14th International Conference on Computational Methods in Systems Biology (CMSB 2016), Sep 2016, Cambridge, United Kingdom. . ⟨hal-01366730⟩
Hassan Ibrahim, Philippe Dague, Alban Grastien, Lina Ye, Laurent Simon. Diagnosability Planning for Controllable Discrete Event Systems. 27th International Workshop on Principles of Diagnosis DX’16, Oct 2016, Denver, United States. ⟨hal-01483420⟩
Zhipeng Huang, Bogdan Cautis, Reynold Cheng, Yudian Zheng. KB-Enabled Query Recommendation for Long-Tail Queries. CIKM 2016 – the 25th ACM International Conference on Information and Knowledge Management, Oct 2016, Indianapolis, United States. ⟨10.1145/2983323.2983650⟩. ⟨hal-01687905⟩
Luis Palacios, Gaëlle Lortal, Claire Laudy, Christian Sannino, Ludovic Simon, et al.. Avionics Maintenance Ontology Building for Failure Diagnosis Support
. KEOD, Nov 2016, Porto, Portugal. pp.204–209. ⟨hal-01482300⟩
Céline Alec, Chantal Reynaud-Delaître, Brigitte Safar. Modèle d'acquisition de données du LOD et génération automatique de requêtes. Revue des Nouvelles Technologies de l'Information, 2016, Open Data : bilans, avancées et nouveaux défis, E-32, pp.32. ⟨hal-01482313⟩
Marwa Chaabane, Silvio Domingos Cardoso, Cédric Pruski, Marcos da Silveira. DyKOSMap : from a prototype to a web application.. DILS 2017 : 12th International Conference on Data Integration in Life Science, 2017, Luxembourg, Luxembourg. ⟨hal-01616481⟩
Silvio Domingos Cardoso, Chantal Reynaud-Delaître, Marcos da Silveira, Lin Ying-Chi, Gross Anika, et al.. Towards a Multi-level Approach for the Maintenance of Semantic Annotations. 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), Feb 2017, Porto, Portugal. pp.401-406. ⟨hal-01481070⟩
Yoland Savriama, Sylvain Gerber, Matteo Baiocco, Vincent Debat, Giuseppe Fusco. Development and evolution of segmentation assessed by geometric morphometrics: The centipede Strigamia maritima as a case study. Arthropod Structure and Development, 2017, 46 (3), pp.419-428. ⟨10.1016/j.asd.2017.03.002⟩. ⟨hal-03887489⟩
Simon Ser, Fatiha Saïs, Maguelonne Teisseire. Découverte de motifs graduels partiellement ordonnés : application aux données d'expériences scientifiques. Extraction et Gestion des Connaissances, EGC 2018, Paris, France, , Jan 2018, Paris, France. ⟨hal-01816828⟩
Lina Ye, Philippe Dague, Delphine Longuet, Laura Brandán Briones, Agnes Madalinski. How to be Sure a Faulty System Does not Always Appear Healthy?. 12th International Conference on Verification and Evaluation of Computer and Communication Systems, Sep 2018, Grenoble, France. ⟨hal-01818314⟩
Franco Peschiera, Robert Dell, Johannes Royset, Alain Haït, Nicolas Dupin, et al.. A novel solution approach with ML-based pseudo-cuts for the Flight and Maintenance Planning problem. OR Spectrum, 2020, ⟨10.1007/s00291-020-00591-z⟩. ⟨hal-02873436⟩
Nicolas Dupin, El-Ghazali Talbi. Matheuristics to optimize refueling and maintenance planning of nuclear power plants. Journal of Heuristics, 2020, 27 (1-2), pp.63-105. ⟨10.1007/s10732-020-09450-0⟩. ⟨hal-02929232⟩
Jean-Baptiste Lamy. A data science approach to drug safety: Semantic and visual mining of adverse drug events from clinical trials of pain treatments. 2020. ⟨hal-02968302⟩
Yann Ramusat, Silviu Maniu, Pierre Senellart. Algorithmes à base de provenance pour des requêtes enrichies sur les bases de données graphes. BDA 2020 – 36ème Conférence sur la Gestion de Données – Principes, Technologies et Applications, Oct 2020, Paris / Virtuel, France. ⟨hal-03103509⟩
Hassan Fawaz, Kinda Khawam, Samer Lahoud, Steven Martin, Melhem Helou. Cooperation for spreading factor assignment in a multioperator lorawan deployment. IEEE Internet of Things Journal, 2021, 8 (7), pp.5544-5557. ⟨10.1109/JIOT.2020.3031681⟩. ⟨hal-03218445⟩
Bachir Lahad, Marc Ibrahim, Samer Lahoud, Kinda Khawam, Steven Martin. Joint Modeling of TDD and Decoupled Uplink/Downlink Access in 5G HetNets with Multiple Small Cells Deployment. IEEE Transactions on Mobile Computing, 2021, 20 (7), pp.2395-2411. ⟨10.1109/TMC.2020.2979447⟩. ⟨hal-03288065⟩
Thi Ha Ly Dinh, Megumi Kaneko, Ellen Hidemi Fukuda, Lila Boukhatem. Energy Efficient Resource Allocation Optimization in Fog Radio Access Networks With Outdated Channel Knowledge. IEEE Transactions on Green Communications and Networking, 2021, 5 (1), pp.146-159. ⟨10.1109/TGCN.2020.3034638⟩. ⟨hal-03943529⟩
El-Hacen Diallo, Omar Dib, Khaldoun Al Agha. On the Adaptation of Bitcoin-Like Blockchains for the Secure Storage of Traffic-Related Events. Advanced Information Networking and Applications AINA 2021, May 2021, Toronto (CA), Canada. pp.195-207, ⟨10.1007/978-3-030-75100-5_18⟩. ⟨hal-03937860⟩
El-Hacen Diallo, Omar Dib, Nicola Roberto Zema, Khaldoun Al Agha. When Proof-of-Work (PoW) based blockchain meets VANET environments. 2021 12th International Conference on Information and Communication Systems (ICICS), May 2021, Valencia, Spain. pp.336-343, ⟨10.1109/ICICS52457.2021.9464609⟩. ⟨hal-03938164⟩
El-Hacen Diallo, Omar Dib, Khaldoun Al Agha. An Improved PBFT-based Consensus for Securing Traffic Messages in VANETs. 2021 12th International Conference on Information and Communication Systems (ICICS), May 2021, Valencia, Spain. pp.126-133, ⟨10.1109/ICICS52457.2021.9464606⟩. ⟨hal-03938158⟩
Yue Su, Nicolas Dupin, Jakob Puchinger. A Column-generation-based heuristic for the Electric Autonomous Dial-a-Ride Problem. ODYSSEUS 2021, May 2022, Tangier, Morocco. ⟨hal-03564481⟩
Armita Khajeh Nassiri, Nathalie Pernelle, Fatiha Saïs, Gianluca Quercini. Knowledge Graph Refinement based on Triplet BERT-Networks. Deep Learning meets Ontologies and Natural Language Processing, May 2022, Hersonissos, Greece. ⟨hal-03950704⟩
Thomas de Groot, Joe Raad, Stefan Schlobach. Les anti-motifs pour l'analyse de grands graphes de connaissances incohérents. 33es Journées francophones d'Ingénierie des Connaissances, Jun 2022, Saint-Étienne, France. ⟨hal-03940096⟩
Yuting Feng, Bogdan Cautis. IGNiteR: News Recommendation in Microblogging Applications. 2022 IEEE International Conference on Data Mining (ICDM), IEEE, Nov 2022, Orlando, United States. pp.939-944, ⟨10.1109/ICDM54844.2022.00111⟩. ⟨hal-03974529⟩
Léa Guyon, Jérémy Guez, Evelyne Heyer, Raphaëlle Chaix. Modeling the influence of human social organizations on genetic diversity. RTP Evolutionary human sciences 2021, French Society for Evolutionary Human Sciences, Nov 2021, Montpellier, France. ⟨hal-03972083⟩
Idries Nasim, Shuai Wang, Joe Raad, Peter Bloem, Frank van Harmelen. What does it mean when your URIs are redirected? Examining identity and redirection in the LOD cloud. 8th Workshop on Managing the Evolution and Preservation of the Data Web (MEPDaW at ISWC), Oct 2022, Hangzhou, China. ⟨hal-03953088⟩
Ferdinand Petit, Jérémy Guez, Fanny Pouyet, Evelyne Heyer, Bruno Toupance, et al.. Impact of Cultural Transmission of Reproductive Success on whole-genome data: simulation study and ABC inference. Probabilistic Modelling in Genomics 2022, Mar 2022, Oxford, United Kingdom. ⟨hal-03970627⟩
Ferdinand Petit, Jérémy Guez, Fanny Pouyet, Bruno Toupance, Evelyne Heyer, et al.. Topological comparison of coalescent tree inference tools.. Congress of the European Society for Evolutionary Biology, Aug 2022, Prague (Czech Republic), Czech Republic. ⟨hal-03970653⟩
Arnaud Quelin, Jérémy Guez, Ferdinand Petit, Flora Jay, Frédéric Austerlitz. Inference of the Cultural Transmission of Reproductive Success from human genomic data: ABC and machine learning methods. 2023 Alphy & AIEM Joint Meeting, Jan 2023, Grenoble, France. ⟨hal-03960408⟩
Jonas Sénizergues. Ensembles indépendants et au-delà, à travers le prisme des systèmes distribués et des graphes colorés. Distributed, Parallel, and Cluster Computing [cs.DC]. Université Paris-Saclay, 2022. English. ⟨NNT : 2022UPASG091⟩. ⟨tel-03956035⟩
Olivier Inizan, Vincent Fromion, Anne Goelzer, Fatiha Saïs, Danai Symeonidou. An ontology to structure biological data: the contribution of mathematical models. 15th International Conference on Metadata and Semantics Research, Nov 2021, Madrid & Virtual, Spain. pp.57-64, ⟨10.1007/978-3-030-98876-0_5⟩. ⟨hal-03950707⟩
Lucas Simonne, Nathalie Pernelle, Fatiha Saïs, Rallou Thomopoulos. Differential Causal Rules Mining in Knowledge Graphs. 11th Knowledge Capture Conference, Dec 2021, New York (USA), United States. ⟨10.1145/3460210.3493584⟩. ⟨hal-03950705⟩
Ha Duc Thang, Lila Boukhatem, Megumi Kaneko, Nhan Nguyen-Thanh. Joint beamforming and user association with reduced CSI signaling in mobile environments: A Deep Q-learning approach. Computer Networks, 2021, 197, pp.108291. ⟨10.1016/j.comnet.2021.108291⟩. ⟨hal-03943425⟩
El-Hacen Diallo, Omar Dib, Khaldoun Al Agha. A Blockchain-Based Approach to Track Traffic Messages in Vehicular Networks. 1411, Springer Nature Singapore, pp.345-362, 2022, Advances in Intelligent Systems and Computing, ⟨10.1007/978-981-16-6887-6_28⟩. ⟨hal-03938211⟩
Ali Kadhum Idrees, Tara Ali-Yahiya, Sara Idrees, Raphael Couturier. DaTOS: Data Transmission Optimization Scheme in Tactile Internet-based Fog Computing Applications. 2022 IEEE 33rd Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Sep 2022, Kyoto, Japan. pp.01-06, ⟨10.1109/PIMRC54779.2022.9977593⟩. ⟨hal-03943313⟩
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, pp.1-11. ⟨10.1109/TMC.2022.3215705⟩. ⟨hal-03944071⟩
Eyassu Dilla Diratie, Durga Prasad Sharma, Khaldoun Al Agha. Energy Aware and Quality of Service Routing Mechanism for Hybrid Internet of Things Network. Computers, 2021, 10 (8), pp.93. ⟨10.3390/computers10080093⟩. ⟨hal-03937875⟩
Dashty Mohammed Khudhur, Tara Ali Yahiya, Pinar Kirci. Applying Game Theory Concept to Improve Resource Allocation in Mobile Edge Computing. International Conference on Mobile Web and Intelligent Information Systems – MobiWIS 2021, Aug 2021, Rome, Italy. pp.108-118, ⟨10.1007/978-3-030-83164-6_9⟩. ⟨hal-03938078⟩
David Cordova Morales, Pedro Velloso, Alexandre Guerre, Thi-Mai-Trang Nguyen, Guy Pujolle, et al.. Blockgraph proof-of-concept. SIGCOMM '21: ACM SIGCOMM 2021 Conference, Aug 2021, Virtual Event, United States. pp.82-84, ⟨10.1145/3472716.3472866⟩. ⟨hal-03495761⟩
Asma Lahbib, Khalifa Toumi, Anis Laouiti, Steven Martin. Blockchain based privacy aware distributed access management framework for industry 4.0. WETICE 2021: IEEE 30th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, Oct 2021, Bayonne (online), France. pp.51-56, ⟨10.1109/WETICE53228.2021.00021⟩. ⟨hal-03591078⟩
El-Hacen Diallo, Omar Dib, Khaldoun Al Agha. The journey of Blockchain inclusion in Vehicular Networks: A Taxonomy. 2021 Third International Conference on Blockchain Computing and Applications (BCCA), Nov 2021, Tartu, Estonia. pp.135-142, ⟨10.1109/BCCA53669.2021.9657050⟩. ⟨hal-03937841⟩
Ravyar Jasim Hamd, Tara Ali Yahiya, Pinar Kirci. Multicellular 4G and load balancing over cloud computing. Concurrency and Computation: Practice and Experience, 2021, 33 (23), ⟨10.1002/cpe.6294⟩. ⟨hal-03938030⟩
Hussein Taleb, Kinda Khawam, Samer Lahoud, Melhem El Helou, Steven Martin. Pilot Contamination Mitigation in Massive MIMO Cloud Radio Access Networks. IEEE Access, 2022, 10, pp.58212-58224. ⟨10.1109/ACCESS.2022.3177629⟩. ⟨hal-03937964⟩
Kinda Khawam, Samer Lahoud, Melhem El Helou, Steven Martin, Feng Gang. Coordinated Framework for Spectrum Allocation and User Association in 5G HetNets With mmWave. IEEE Transactions on Mobile Computing, 2022, 21 (4), pp.1226-1243. ⟨10.1109/TMC.2020.3022681⟩. ⟨hal-03937944⟩
Ali Kadhum Idrees, Tara Ali-Yahiya, Sara Kadhum Idrees, Raphael Couturier. Energy-efficient Fog Computing-enabled Data Transmission Protocol in Tactile Internet-based Applications. Annual Symposium on Applied Computing, Apr 2022, Brno (virtual), Czech Republic. ⟨hal-03692828⟩
David Alexis Cordova Morales, Pedro Braconnot-Velloso, Alexandre Guerre, Thi-Mai-Trang Nguyen, Guy Pujolle, et al.. Blockgraph : une Structure de Type Blockchain Tolérante aux Partitions pour les MANET. RESSI 2022 : Rendez-vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information, LIMOS, May 2022, Chambon-sur-Lac, France. ⟨hal-03938229⟩
Khaldoun Al Agha, Pauline Loygue, Guy Pujolle. Horizontal 6G. 1st International Conference on 6G Networking (6GNet), Jul 2022, Paris, France. pp.1-7, ⟨10.1109/6GNet54646.2022.9830272⟩. ⟨hal-03920800⟩
Ali Kadhum Idrees, Sara Kadhum Idrees, Raphael Couturier, Tara Ali-Yahiya. An Edge-Fog Computing-Enabled Lossless EEG Data Compression With Epileptic Seizure Detection in IoMT Networks. IEEE Internet of Things Journal, 2022, 9 (15), pp.13327-13337. ⟨10.1109/JIOT.2022.3143704⟩. ⟨hal-03938095⟩
El-Hacen Diallo, Omar Dib, Khaldoun Al Agha. A scalable blockchain-based scheme for traffic-related data sharing in VANETs. Blockchain: Research and Applications, 2022, 3 (3), pp.100087. ⟨10.1016/j.bcra.2022.100087⟩. ⟨hal-03938263⟩
El-Hacen Diallo, Omar Dib, Khaldoun Al Agha. Secure and scalable Blockchain-enabled traffic data management using a trust model. 2022 Fourth International Conference on Blockchain Computing and Applications (BCCA), Sep 2022, San Antonio, United States. pp.69-75, ⟨10.1109/BCCA55292.2022.9921755⟩. ⟨hal-03937892⟩
Khaldoun Al Agha, Pauline Loygue, Guy Pujolle. Edge Networking: Internet of Edges. Wiley-ISTE, 2022, 9781789450682. ⟨10.1002/9781394173761⟩. ⟨hal-03938289⟩
Khaldoun Al Agha, Pauline Loygue, Guy Pujolle. Horizontal network for a better cybersecurity. 2022 6th Cyber Security in Networking Conference (CSNet), Oct 2022, Rio de Janeiro, Brazil. pp.1-4, ⟨10.1109/CSNet56116.2022.9955619⟩. ⟨hal-03920691⟩
Eyassu Dilla Diratie. Hybrid internet of things network for energy-efficient video surveillance system. Multimedia [cs.MM]. Université Paris-Saclay, 2022. English. ⟨NNT : 2022UPASG066⟩. ⟨tel-03921642⟩
Stéphanie Chevalier. Inférence logique de réseaux booléens à partir de connaissances et d'observations de processus de différenciation cellulaire. Bio-informatique [q-bio.QM]. Université Paris-Saclay, 2022. Français. ⟨NNT : 2022UPASG061⟩. ⟨tel-03917566⟩
Alexandra Iacob, Bogdan Cautis, Silviu Maniu. Contextual Bandits for Advertising Campaigns: A Diffusion-Model Independent Approach. Proceedings of the 2022 SIAM International Conference on Data Mining (SDM), Society for Industrial and Applied Mathematics, pp.513-521, 2022, ⟨10.1137/1.9781611977172.58⟩. ⟨hal-03868835⟩
Jérémy Guez, Guillaume Achaz, François Bienvenu, Jean Cury, Bruno Toupance, et al.. Cultural transmission of reproductive success impacts genomic diversity, coalescent tree topologies and demographic inferences. Genetics, 2023, ⟨10.1093/genetics/iyad007⟩. ⟨hal-03875721⟩
Coline Gianfrotta, Vladimir Reinharz, Olivier Lespinet, Dominique Barth, Alain Denise. On the predictibility of A-minor motifs from their local contexts. RNA Biology, 2022, 19 (1), pp.1208-1227. ⟨10.1080/15476286.2022.2144611⟩. ⟨hal-03864666⟩
L Simonne, N Pernelle, F Saïs, Rallou Thomopoulos. Découverte de règles causales dans les graphes de connaissances à l'aide de plongements dans les graphes. IC 2022 : 33èmes Journées francophones d'Ingénierie des Connaissances, Jun 2022, Saint-Etienne, France. ⟨hal-03820025⟩
Mathieu Lerouge, Céline Gicquel, Vincent Mousseau, Wassila Ouerdane. Explaining solutions stemming from optimization systems solving the Workforce Scheduling and Routing Problem to their end-users. 2022. ⟨hal-03795653⟩
Franco Quezada, Céline Gicquel, Safia Kedad-Sidhoum. A stochastic dual dynamic integer programming based approach for remanufacturing planning under uncertainty. International Journal of Production Research, In press, pp.1-21. ⟨10.1080/00207543.2022.2120924⟩. ⟨hal-03781178⟩