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Equipe Data, Intelligence and Graphs collection
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Latest publications
Lihu Chen, Gaël Varoquaux, Fabian Suchanek. A Lightweight Neural Model for Biomedical Entity Linking. 2020. ⟨hal-03086044⟩
Julien Romero. Harvesting commonsense and hidden knowledge from web services. Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAT032⟩. ⟨tel-02979523⟩
Louis Jachiet, Pierre Genevès, Nils Gesbert, Nabil Layaïda. On the Optimization of Recursive Relational Queries: Application to Graph Queries. SIGMOD 2020 - ACM International Conference on Management of Data, Jun 2020, Portland, United States. pp.1-23, ⟨10.1145/3318464.3380567⟩. ⟨hal-01673025v5⟩
Maroua Bahri. Improving IoT data stream analytics using summarization techniques. Machine Learning [cs.LG]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAT017⟩. ⟨tel-02865982⟩
Jonathan Lajus, Luis Galárraga, Fabian Suchanek. Fast and Exact Rule Mining with AMIE 3. ESWC 2020: The Semantic Web, Jun 2020, Virtual Event, Greece. pp.36-52, ⟨10.1007/978-3-030-49461-2_3⟩. ⟨hal-03084606⟩
Ridha Nasri, Jalal Rachad, Laurent Decreusefond. Dynamic-TDD Interference Tractability Approaches and Performance Analysis in Macro-Cell and Small-Cell Deployments. VTC spring 2020, May 2020, Antwerp, Belgium. ⟨hal-02289230⟩
Irène Burger, Ioana Manolescu, Emmanuel Pietriga, Fabian Suchanek. Toward Visual Interactive Exploration of Heterogeneous Graphs. SEAdata 2020 - Workshop on Searching, Exploring and Analyzing Heterogeneous Data in conjunction with EDBT/ICDT, Mar 2020, Copenhagen, Denmark. ⟨hal-02468778⟩
Jérôme Dockès, Russell Poldrack, Romain Primet, Hande Gözükan, Tal Yarkoni, et al.. NeuroQuery, comprehensive meta-analysis of human brain mapping. eLife, eLife Sciences Publication, 2020. ⟨hal-02485642v2⟩
L. Coutin, Laurent Decreusefond. Donsker's theorem in {Wasserstein}-1 distance. Electronic Communications in Probability, Institute of Mathematical Statistics (IMS), 2020, 25, pp.1--13. ⟨hal-02098892⟩
Michael Benedikt, Pierre Bourhis, Georg Gottlob, Pierre Senellart. Monadic Datalog, Tree Validity, and Limited Access Containment. ACM Transactions on Computational Logic, Association for Computing Machinery, 2020, 21 (1), pp.6:1-6:45. ⟨10.1145/3344514⟩. ⟨hal-02307999⟩
Nathan de Lara, Thomas Bonald. SPECTRAL EMBEDDING OF REGULARIZED BLOCK MODELS. ICLR, 2020, Addis Abeba, Ethiopia. ⟨hal-02420827⟩
Naheed Arafat, Debabrota Basu, Laurent Decreusefond, Stéphane Bressan. Construction and Random Generation of Hypergraphs with Prescribed Degree and Dimension Sequences. DEXA, 2020, Bratislava, Slovenia. ⟨hal-02541206⟩
J Rachad, R. Nasri, Laurent Decreusefond. DYNAMIC-TDD INTERFERENCE TRACTABILITY APPROACHES AND PERFORMANCE ANALYSIS IN MACRO-CELL AND SMALL-CELL DEPLOYMENTS. Annals of Telecommunications - annales des télécommunications, Springer, 2020, ⟨10.1007/s12243-020-00781-4⟩. ⟨hal-02623938⟩
Eustache Besançon, Laurent Decreusefond, Pascal Moyal. Stein's method for diffusive limit of queueing processes. Queueing Systems, Springer Verlag, 2020, 95, pp.173--201. ⟨10.1007/s11134-020-09658-8⟩. ⟨hal-01784139v3⟩
Laure Coutin, Laurent Decreusefond. Stein's method for rough paths. Potential Analysis, Springer Verlag, 2020, 53, pp.387--406. ⟨10.1007/s11118-019-09773-z⟩. ⟨hal-01551694v3⟩
Jean-Louis Dessalles. La transmission « naturelle » des savoirs. Patrick Pion; Nathan Schlanger. Apprendre - Archéologie de la transmission des savoirs, La Découverte, pp.49-58, 2020, 9782348055522. ⟨hal-02867145⟩
Thomas Bonald, Nathan de Lara, Quentin Lutz, Bertrand Charpentier. Scikit-network: Graph Analysis in Python. Journal of Machine Learning Research, Microtome Publishing, In press. ⟨hal-02923335v2⟩
Emna Mechket, Fabian Suchanek. Extracting Complex Information from Natural Language Text: A Survey. Workshop on Semantic and knowledge graph advances for journalism, 2020. ⟨hal-03102913⟩
Julien Romero, Nicoleta Preda, Antoine Amarilli, Fabian Suchanek. Computing and Illustrating Query Rewritings on Path Views with Binding Patterns. International conference on information and knowledge management (CIKM), 2020, virtual, France. ⟨10.1145/3340531.3417431⟩. ⟨hal-03108517⟩
Thomas Pellissier-Tanon, Gerhard Weikum, Fabian Suchanek. YAGO 4: A Reason-able Knowledge Base. ESWC, 2020, virtual, Greece. ⟨hal-03108570⟩
Xiang Zhao, Weixin Zeng, Jiuyang Tang, Wei Wang, Fabian Suchanek. An Experimental Study of State-of-the-Art Entity Alignment Approaches. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020, ⟨10.1109/TKDE.2020.3018741⟩. ⟨hal-03108522⟩
Julien Romero, Nicoleta Preda, Fabian Suchanek. Query Rewriting On Path Views Without Integrity Constraints. 2020. ⟨hal-03108494⟩
Fabian Suchanek. The Need to Move beyond Triples. International Workshop on Narrative Extraction from Texts, 2020. ⟨hal-03102910⟩
Jalal Rachad. TDD based 5G networks performance analysis and radio resource dimensioning with different network geometry models. Networking and Internet Architecture [cs.NI]. Institut Polytechnique de Paris, 2019. English. ⟨NNT : 2019IPPAT008⟩. ⟨tel-02533600⟩
Mauro Sardara. Towards a scalable and programmable incremental deployment of ICN in the real world. Networking and Internet Architecture [cs.NI]. Université Paris-Saclay, 2019. English. ⟨NNT : 2019SACLT042⟩. ⟨tel-02497506⟩
Jérôme Dockes. Statistical models for comprehensive meta-analysis of neuroimaging studies. Machine Learning [stat.ML]. Université Paris-Saclay, 2019. English. ⟨NNT : 2019SACLT048⟩. ⟨tel-02495783⟩
Julien Romero, Simon Razniewski, Koninika Pal, Jeff Pan, Archit Sakhadeo, et al.. Commonsense Properties from Query Logs and Question Answering Forums. 28th ACM International Conference on Information and Knowledge Management (CIKM 2019), ACM, Nov 2019, Pékin, China. ⟨10.1145/3357384.3357955⟩. ⟨hal-02158602v2⟩
Céline Comte. Resource management in computer clusters : algorithm design and performance analysis. Networking and Internet Architecture [cs.NI]. Institut Polytechnique de Paris, 2019. English. ⟨NNT : 2019IPPAT001⟩. ⟨tel-02413496⟩
Jalal Rachad, Ridha Nasri, Laurent Decreusefond. OFDM Based System Radio Resources Dimensioning Approach: A Comparison Between Cox Process and Poisson Point Process. 2019. ⟨hal-02293859⟩
Pierre Senellart. Provenance in Databases: Principles and Applications. RW 2019 : Reasoning Web Summer School, Sep 2019, Bolzano, Italy. pp.104-109, ⟨10.1007/978-3-030-31423-1_3⟩. ⟨hal-02293688v1⟩