Group dig

dig (Data, Intelligence and Graphs)

LTCI, Telecom Paris

Themes: data science and artificial intelligence

The DIG team aims at making data and knowledge easy to extract, exploit and understand. The research conducted by the team covers both theoretical and practical aspects. The outcomes of this research include new algorithms (for data mining, graph analysis, processing of data streams), new data structures and languages (for storing and querying data) and new learning techniques (for question answering, content recommendation, trend and anomaly detection).

Contact person: Thomas Bonald, https://www.telecom-paris.fr/thomas-bonald?l=en

Web site: https://www.telecom-paris.fr/en/research/laboratories/information-processing-and-communication-laboratory-ltci/research-teams/data-intelligence-graphs

Journal articles

2022

ref_biblio: Laurent Decreusefond, Francois Baccelli, Bin Liu, Rongfang Song. A User Centric Blockage Model for Wireless Networks. IEEE Transactions on Wireless Communications, Institute of Electrical and Electronics Engineers, 2022, 10 p. ⟨10.1109/TWC.2022.3166211⟩. ⟨hal-03646854⟩
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2021

ref_biblio: Maroua Bahri, Albert Bifet, João Gama, Heitor Murilo Gomes, Silviu Maniu. Data stream analysis: Foundations, major tasks and tools. WIREs Data Mining and Knowledge Discovery, 2021, ⟨10.1002/widm.1405⟩. ⟨hal-03190000⟩
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ref_biblio: Stefan Mengel, Antoine Amarilli, Pierre Bourhis, Matthias Niewerth. Constant-Delay Enumeration for Nondeterministic Document Spanners. ACM Transactions on Database Systems, Association for Computing Machinery, 2021, 46 (1), pp.1-30. ⟨10.1145/3436487⟩. ⟨hal-03402446⟩
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ref_biblio: Maurras Ulbricht Togbe, Yousra Chabchoub, Aliou Boly, Mariam Barry, Raja Chiky, et al.. Anomalies Detection Using Isolation in Concept-Drifting Data Streams. Computers, MDPI, 2021, 10 (1), pp.13. ⟨10.3390/computers10010013⟩. ⟨hal-03140817⟩
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2020

ref_biblio: Antoine Amarilli, Florent Capelli, Mikaël Monet, Pierre Senellart. Connecting Knowledge Compilation Classes and Width Parameters. Theory of Computing Systems, Springer Verlag, 2020, ⟨10.1007/s00224-019-09930-2⟩. ⟨hal-02163749⟩
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ref_biblio: Antoine Amarilli, Michael Benedikt. Finite Open-world Query Answering with Number Restrictions. ACM Transactions on Computational Logic, Association for Computing Machinery, 2020, 21 (4), pp.1-73. ⟨10.1145/3365834⟩. ⟨hal-02941917⟩
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ref_biblio: Antoine Amarilli, Pierre Bourhis, Stefan Mengel, Matthias Niewerth. Constant-Delay Enumeration for Nondeterministic Document Spanners. SIGMOD record, ACM, 2020, 49 (1), pp.25-32. ⟨10.1145/3422648.3422655⟩. ⟨hal-03046848⟩
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ref_biblio: 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⟩
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ref_biblio: 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⟩
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ref_biblio: 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⟩
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ref_biblio: Laure 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⟩
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ref_biblio: Jesus Lobo, Javier del Ser, Albert Bifet, Nikola Kasabov. Spiking Neural Networks and online learning: An overview and perspectives. Neural Networks, Elsevier, 2020, 121, pp.88-100. ⟨10.1016/j.neunet.2019.09.004⟩. ⟨hal-02460417⟩
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ref_biblio: 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⟩
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ref_biblio: Bintao Sun, Maximilien Danisch, T-H Chan, Mauro Sozio. KClist++: A Simple Algorithm for Finding k-Clique Densest Subgraphs in Large Graphs. Proceedings of the VLDB Endowment (PVLDB), VLDB Endowment, 2020. ⟨hal-02999881⟩
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ref_biblio: 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, Institute of Electrical and Electronics Engineers, 2020, ⟨10.1109/TKDE.2020.3018741⟩. ⟨hal-03108522⟩
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2019

ref_biblio: Antoine Amarilli, Mouhamadou Lamine Ba, Daniel Deutch, Pierre Senellart. Computing Possible and Certain Answers over Order-Incomplete Data. Theoretical Computer Science, Elsevier, 2019, 797, pp.42-76. ⟨10.1016/j.tcs.2019.05.013⟩. ⟨hal-01891814⟩
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ref_biblio: Antoine Amarilli, Pierre Bourhis, Mikaël Monet, Pierre Senellart. Evaluating Datalog via Tree Automata and Cycluits. Theory of Computing Systems, Springer Verlag, 2019, 63 (7), pp.1620-1678. ⟨10.1007/s00224-018-9901-2⟩. ⟨hal-01891811⟩
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ref_biblio: Robert Anderson, Yun Sing Koh, Gillian Dobbie, Albert Bifet. Recurring concept meta-learning for evolving data streams. Expert Systems with Applications, Elsevier, 2019, 138, pp.112832. ⟨10.1016/j.eswa.2019.112832⟩. ⟨hal-02460396⟩
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ref_biblio: Jean Paul Barddal, Fabrició Enembreck, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer. Boosting decision stumps for dynamic feature selection on data streams. Information Systems, Elsevier, 2019, 83, pp.13-29. ⟨10.1016/j.is.2019.02.003⟩. ⟨hal-02339508⟩
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ref_biblio: Jean Paul Barddal, Fabrício Enembreck, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer. Merit-guided dynamic feature selection filter for data streams. Expert Syst. Appl., 2019, 116, pp.227-242. ⟨10.1016/j.eswa.2018.09.031⟩. ⟨hal-02287994⟩
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ref_biblio: Meghyn Bienvenu, Camille Bourgaux, François Goasdoué. Computing and Explaining Query Answers over Inconsistent DL-Lite Knowledge Bases. Journal of Artificial Intelligence Research, Association for the Advancement of Artificial Intelligence, 2019, 64, pp.563-644. ⟨10.1613/jair.1.11395⟩. ⟨hal-02066288⟩
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ref_biblio: Camille Bourgaux, Patrick Koopmann, Anni-Yasmin Turhan. Ontology-mediated query answering over temporal and inconsistent data. Semantic Web – Interoperability, Usability, Applicability, IOS Press, 2019, ⟨10.3233/SW-180337⟩. ⟨hal-02111428⟩
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ref_biblio: Xiaoyi Chen, Nicolas Garcelon, Antoine Neuraz, Katy Billot, Marc Lelarge, et al.. Phenotypic similarity for rare disease: ciliopathy diagnoses and subtyping. Journal of Biomedical Informatics, Elsevier, 2019. ⟨hal-02893160⟩
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ref_biblio: Rodrigo de Mello, Chaitanya Manapragada, Albert Bifet. Measuring the Shattering coefficient of Decision Tree models. Expert Systems with Applications, Elsevier, 2019, 137, pp.443-452. ⟨10.1016/j.eswa.2019.07.012⟩. ⟨hal-02339499⟩
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ref_biblio: Rodrigo de Mello, Yule Vaz, Carlos Grossi, Albert Bifet. On learning guarantees to unsupervised concept drift detection on data streams. Expert Systems with Applications, Elsevier, 2019, 117, pp.90-102. ⟨10.1016/j.eswa.2018.08.054⟩. ⟨hal-02339493⟩
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ref_biblio: Jean-Louis Dessalles. From Reflex to Reflection: Two Tricks AI Could Learn from Us. Philosophies, 2019, 4 (2), pp.27. ⟨10.3390/philosophies4020027⟩. ⟨hal-02288062⟩
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ref_biblio: Heitor Murilo Gomes, Jesse Read, Albert Bifet, Jean Paul Barddal, João Gama. Machine learning for streaming data. SIGKDD explorations : newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining, Association for Computing Machinery (ACM), 2019, 21 (2), pp.6-22. ⟨10.1145/3373464.3373470⟩. ⟨hal-02460393⟩
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ref_biblio: Abhik Ray, Lawrence Holder, Albert Bifet. Efficient frequent subgraph mining on large streaming graphs. Intelligent Data Analysis, IOS Press, 2019, 23 (1), pp.103-132. ⟨10.3233/IDA-173705⟩. ⟨hal-02339503⟩
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2018

ref_biblio: Marie Al-Ghossein, Talel Abdessalem, Anthony Barré. Open data in the hotel industry: leveraging forthcoming events for hotel recommendation. Information Technology \& Tourism, 2018. ⟨hal-02287955⟩
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ref_biblio: Antoine Amarilli, Michael Benedikt, Pierre Bourhis, Michael Vanden Boom. Query Answering with Transitive and Linear-Ordered Data. Journal of Artificial Intelligence Research, Association for the Advancement of Artificial Intelligence, 2018, 63, pp.191-264. ⟨10.1613/jair.1.11240⟩. ⟨hal-02338348⟩
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ref_biblio: Thomas Bonald, Ayalvadi Ganesh. Introduction to special issue: ACM SIGMETRICS 2016. Queueing Systems, Springer Verlag, 2018, pp.1-2. ⟨hal-02288039⟩
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ref_biblio: Thomas Bonald, N. Duffield. Proceedings of the ACM on Measurement and Analysis of Computing Systems. acm, 2018, 2 (3). ⟨hal-02288035⟩
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ref_biblio: Bertrand Charpentier, Thomas Bonald. Learning Graph Representations by Dendrograms. arXiv.org, 2018. ⟨hal-02288037⟩
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ref_biblio: Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem. Discriminative Distance-Based Network Indices with Application to Link Prediction. The Computer Journal, 2018, 61 (7), pp.998-1014. ⟨10.1093/comjnl/bxy040⟩. ⟨hal-02287954⟩
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ref_biblio: Nathan de Lara, Thomas Bonald. The Forward-Backward Embedding of Directed Graphs. openreview.net, 2018. ⟨hal-02288036⟩
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ref_biblio: Jean-Louis Dessalles. Self-sacrifice as social signal (Commentary on H. Whitehouse: Dying for the group: Towards a general theory of extreme self-sacrifice). Behavioral and Brain Sciences, Cambridge University Press (CUP), 2018, 41, pp.e200. ⟨hal-02287922⟩
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ref_biblio: Jean-Louis Dessalles. Remembered events are unexpected (Commentary on Mahr \& Csibra: Why do we remember? The communicative function of episodic memory). Behavioral and Brain Sciences, Cambridge University Press (CUP), 2018, 41, pp.22. ⟨10.1017/S0140525X17001315⟩. ⟨hal-02287760⟩
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ref_biblio: Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem. Scikit-Multiflow: A Multi-output Streaming Framework. Journal of Machine Learning Research, Microtome Publishing, 2018, 19. ⟨hal-02287993⟩
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ref_biblio: Lin Yu-Ting, Thomas Bonald, Salah-Eddine Elayoubi. Flow-level traffic model for adaptive streaming services in mobile networks. Computer Networks, 2018, 137, pp.1-16. ⟨hal-02288038⟩
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2017

ref_biblio: Mostafa Haghir Chehreghani, Talel Abdessalem. Upper and lower bounds for the q-entropy of network models with application to network model selection. Information Processing Letters, 2017, 119, pp.1-8. ⟨hal-02287534⟩
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ref_biblio: Ngurah Agus Sanjaya Er, Mouhamadou Lamine Ba, Talel Abdessalem, Stéphane Bressan. Set of tuples expansion by example with reliability. International Journal of Web Information Systems (IJWIS), 2017, 13 (4), pp.425-444. ⟨10.1108/IJWIS-04-2017-0037⟩. ⟨hal-01699977⟩
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2016

ref_biblio: Laurent Decreusefond, Matthias Schulte, Christoph Thäle. Functional Poisson approximation in Kantorovich-Rubinstein distance with applications to U-statistics and stochastic geometry. Annals of Probability, Institute of Mathematical Statistics, 2016, 44 (3), pp.2147-2197. ⟨10.1214/15-AOP1020⟩. ⟨hal-01010967v2⟩
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ref_biblio: Jean-Louis Dessalles. Un phénomène biologique unique. Textes et documents pour la classe, SCEREN-CNDP (2002-2013), CANOPE (2014- ), INRDP (1967- ), 2016, 1106, pp.52-57. ⟨hal-02287834⟩
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ref_biblio: Jean-Louis Dessalles. L'émergence du sens au cours de l'évolution. Langages, Armand Colin (Larousse jusqu'en 2003), 2016, 201, pp.129-142. ⟨hal-02287312⟩
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ref_biblio: Ruiming Tang, Antoine Amarilli, Pierre Senellart, Stéphane Bressan. A Framework for Sampling-Based XML Data Pricing. TLDKS (Transactions on Large-Scale Data- and Knowledge-Centered Systems), 2016, 24, pp.116-138. ⟨hal-01261958⟩
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2015

ref_biblio: Serge Abiteboul, Yael Amsterdamer, Daniel Deutch, Tova Milo, Pierre Senellart. Optimal Probabilistic Generation of XML Documents. Theory of Computing Systems, Springer Verlag, 2015, 57 (4), pp.806-842. ⟨hal-01261950v2⟩
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ref_biblio: Antoine Amarilli. Possibility for Probabilistic XML. Ingénierie des Systèmes d'Information, 2015, 20 (5), pp.53-75. ⟨hal-01336826⟩
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ref_biblio: Antoine Amarilli, Silviu Maniu, Pierre Senellart. Intensional Data on the Web. ACM SIGWEB Newsletter, Association for Computing Machinery (ACM), 2015, pp.12. ⟨hal-01191721⟩
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ref_biblio: Reynold Cheng, Silviu Maniu, Pierre Senellart. Guest Editorial: Special Issue on Databases and Crowdsourcing. Distributed and Parallel Databases, 2015, 33 (1), pp.1-2. ⟨hal-01178404⟩
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ref_biblio: Laurent Decreusefond. The {Stein-Dirichlet-Malliavin} method. ESAIM: Proceedings, EDP Sciences, 2015, 51, pp.49-59. ⟨10.1051/proc/201551003⟩. ⟨hal-01148692⟩
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ref_biblio: Laurent Decreusefond, Ian Flint, Anais Vergne. A note on the simulation of the Ginibre point process. Journal of Applied Probability, Cambridge University press, 2015, 52 (4). ⟨hal-02286806⟩
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2014

ref_biblio: Mouhamadou Lamine Ba, Talel Abdessalem, Pierre Senellart. Gestion de versions incertaines de documents XML. Ingénierie des Systèmes d'Information, 2014, 19 (4), pp.9-34. ⟨hal-01069817⟩
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ref_biblio: Laure Coutin, Laurent Decreusefond. Higher order expansions via Stein's method. Communications on Stochastic Analysis, 2014, 8 (2), pp.155-168. ⟨hal-02286879⟩
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ref_biblio: Jean-Louis Dessalles. Comment nous optimisons nos signaux sociaux. La Recherche, Sciences et avenir, 2014, 494, pp.56-59. ⟨hal-02286985⟩
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ref_biblio: Jean-Louis Dessalles. Optimal investment in social signals. Evolution, 2014, 68 (6), pp.1640-1650. ⟨10.1111/evo.12378⟩. ⟨hal-02286932⟩
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ref_biblio: Vassilis Plachouras, Florent Carpentier, Muhammad Faheem, Julien Masanès, Thomas Risse, et al.. ARCOMEM Crawling Architecture. Future Internet, 2014, 6 (3), pp.518-541. ⟨hal-01069819⟩
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2013

ref_biblio: Andrea Bianco, Thomas Bonald, Davide Cuda, Raluca-Maria Indre. Cost, power consumption and performance evaluation of metro networks. Journal of Optical Communications and Networking, Piscataway, NJ ; Washington, DC : IEEE : Optical Society of America, 2013, 5 (1), pp.81-91. ⟨hal-00784181⟩
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ref_biblio: Thomas Bonald, Davide Cuda, Raluca-Maria Indre, Ludovic Noirie. Building optical packet networks without buffering, signalling or header processing. Journal of Optical Communications and Networking, Piscataway, NJ ; Washington, DC : IEEE : Optical Society of America, 2013. ⟨hal-02286482⟩
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ref_biblio: Faraz Makari Manshadi, Baruch Awerbuch, Rainer Gemulla, Rohit Khandekar, Julian Mestre, et al.. A Distributed Algorithm for Large-Scale Generalized Matching. PVLDB (Proceedings of the VLDB Endowment), 2013. ⟨hal-02286705⟩
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2012

ref_biblio: Thomas Bonald, Mathieu Feuillet. Performance of CSMA in multi-channel wireless networks. Queueing Systems, Springer Verlag, 2012, 72 (1-2), pp.139-160. ⟨hal-00781104⟩
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ref_biblio: Bogdan Cautis, Evgeny Kharlamov. Answering Queries using Views over Probabilistic XML: Complexity and Tractability. PVLDB, 2012, 5 (10). ⟨hal-02286312⟩
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ref_biblio: Richi Nayak, Pierre Senellart, Fabian M. Suchanek, Aparna Varde. Discovering Interesting Information with Advances in Web Technology. SIGKDD Explorations, 2012, 14 (2), pp.63-81. ⟨hal-02286724⟩
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ref_biblio: Fabian M. Suchanek, Mauro Sozio, Martin Theobald, Ndapandula Nakashole. Query-Time Reasoning in Uncertain RDF Knowledge Bases with Soft and Hard Rules. VLDS (Very large data search), 2012. ⟨hal-02286613⟩
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2011

ref_biblio: Gianmarco de Francisci Morales, Aristides Gionis, Mauro Sozio. Social Content Matching in MapReduce. VLDB, 2011, pp.460-469. ⟨hal-00816075⟩
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ref_biblio: Jean-Louis Dessalles. Review of: The evolution of human language: Biolinguistic perspectives (R. Larson et al., CUP, 2010). Language, Linguistic Society of America, 2011, 87 (2), pp.411-414. ⟨10.1353/lan.2011.0042⟩. ⟨hal-02286881⟩
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Conference papers

2022

ref_biblio: Lihu Chen, Gaël Varoquaux, Fabian Suchanek. Imputing out-of-vocabulary embeddings with LOVE makes language models robust with little cost. ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, May 2022, Dublin, Ireland. ⟨hal-03613101⟩
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ref_biblio: Louis Jachiet, Martín Muñoz, Cristian Riveros, Antoine Amarilli, Charles Paperman. Efficient enumeration algorithms for annotated grammars. PODS 2022, Jun 2022, Philadelphie, United States. ⟨hal-03654592⟩
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2021

ref_biblio: Antoine Amarilli, Louis Jachiet, Charles Paperman. Dynamic Membership for Regular Languages. ICALP 2021 - 48th International Colloquium on Automata, Languages, and Programming, Jul 2021, Glasgow, United Kingdom. pp.116:1--116:17, ⟨10.4230/LIPIcs.ICALP.2021.116⟩. ⟨hal-03466453⟩
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ref_biblio: Maroua Bahri, Albert Bifet, Silviu Maniu, Heitor Murilo Gomes. Survey on Feature Transformation Techniques for Data Streams. IJCAI-PRICAI 2020 - 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence, Jan 2021, Yokohama / Virtual, Japan. pp.4796-4802, ⟨10.24963/ijcai.2020/668⟩. ⟨hal-03189968⟩
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ref_biblio: Pierre Bourhis, Alejandro Grez, Louis Jachiet, Cristian Riveros. Ranked enumeration of MSO logic on words. 24th International Conference on Database Theory, 2021, March 23-26, 2021, Nicosia, Cyprus, Mar 2021, Nicosia / Virtual, Cyprus. pp.20:1--20:19, ⟨10.4230/LIPIcs.ICDT.2021.20⟩. ⟨hal-03223242⟩
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ref_biblio: Lihu Chen, Gaël Varoquaux, Fabian Suchanek. A lightweight neural model for biomedical entity linking. AAAI 2021 - The Thirty-Fifth Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, Feb 2021, Palo Alto (virtual), United States. pp.12657-12665. ⟨hal-03086044v2⟩
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ref_biblio: Chadi Helwe, Chloé Clavel, Fabian Suchanek. Reasoning with Transformer-based Models: Deep Learning, but Shallow Reasoning. International Conference on Automated Knowledge Base Construction (AKBC), 2021, online, United States. ⟨hal-03344668⟩
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ref_biblio: Pierre Alexandre Murena, Marie Al-Ghossein, Jean-Louis Dessalles, Antoine Cornuéjols. Solving analogies on words based on minimal complexity transformation. International Joint Conference on Artificial Intelligence (IJCAI-2020), Jan 2021, Kyoto, Japan. pp.1848-1854. ⟨hal-02867163⟩
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ref_biblio: Pierre-Henri Paris, Syrine El Aoud, Fabian Suchanek. The Vagueness of Vagueness in Noun Phrases. International Conference on Automated Knowledge Base Construction (AKBC), 2021, online, United States. ⟨hal-03344675⟩
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ref_biblio: Thomas Pellissier Tanon, Fabian Suchanek. Neural Knowledge Base Repairs. European Semantic Web Conference, Jun 2021, Hersonissos (virtual), Greece. pp.287-303, ⟨10.1007/978-3-030-77385-4_17⟩. ⟨hal-03325101⟩
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2020

ref_biblio: Antoine Amarilli, İsmail İlkan Ceylan. A Dichotomy for Homomorphism-Closed Queries on Probabilistic Graphs. ICDT, Mar 2020, Copenhagen, Denmark. ⟨10.4230/LIPIcs.ICDT.2020.5⟩. ⟨hal-02941907⟩
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ref_biblio: 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⟩
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ref_biblio: Maroua Bahri, Heitor Murilo Gomes, Albert Bifet, Silviu Maniu. CS-ARF: Compressed Adaptive Random Forests for Evolving Data Stream Classification. IJCNN 2020 - International Joint Conference on Neural Networks, Jul 2020, Glasgow / Virtual, United Kingdom. pp.1-8, ⟨10.1109/IJCNN48605.2020.9207188⟩. ⟨hal-03189967⟩
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ref_biblio: Maroua Bahri, Bernhard Pfahringer, Albert Bifet, Silviu Maniu. Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams. IDA 2020 - 18th International Symposium on Intelligent Data Analysis, Apr 2020, Konstanz / Virtual, Germany. pp.40-53, ⟨10.1007/978-3-030-44584-3_4⟩. ⟨hal-03190032⟩
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ref_biblio: Maroua Bahri, Silviu Maniu, Albert Bifet, Rodrigo Fernandes de Mello, Nikolaos Tziortziotis. Compressed k-Nearest Neighbors Ensembles for Evolving Data Streams. ECAI 2020 - 24th European Conference on Artificial Intelligence, Aug 2020, Santiago de Compostella / Virtual, Spain. ⟨hal-03189997⟩
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ref_biblio: Michael Benedikt, Pierre Bourhis, Louis Jachiet, Efthymia Tsamoura. Balancing expressiveness and inexpressiveness in view design. KR 2020 - 17th International Conference on Principles of Knowledge Representation and Reasoning, Sep 2020, Rhodes, Greece. pp.109--118, ⟨10.24963/kr.2020/12⟩. ⟨hal-02964692⟩
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ref_biblio: Nathan de Lara, Thomas Bonald. SPECTRAL EMBEDDING OF REGULARIZED BLOCK MODELS. ICLR, 2020, Addis Abeba, Ethiopia. ⟨hal-02420827⟩
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ref_biblio: Etienne Houze, Ada Diaconescu, Jean-Louis Dessalles, David Menga, Mathieu Schumann. A Decentralized Approach to Explanatory Artificial Intelligence for Autonomic Systems. 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C), Aug 2020, Washington, France. pp.115-120, ⟨10.1109/ACSOS-C51401.2020.00041⟩. ⟨hal-02963566⟩
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ref_biblio: 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-01673025v6⟩
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ref_biblio: Jonathan Lajus, Luis Galárraga, Fabian Suchanek. Fast and Exact Rule Mining with AMIE 3. ESWC 2020 - 17th International Semantic Web Conference, May 2020, Virtual Event, Greece. pp.36-52, ⟨10.1007/978-3-030-49461-2_3⟩. ⟨hal-03084606⟩
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ref_biblio: 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⟩
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ref_biblio: Thomas Pellissier Tanon, Gerhard Weikum, Fabian Suchanek. YAGO 4: A Reason-able Knowledge Base. European Semantic Web Conference, May 2020, virtual, Greece. pp.583--596, ⟨10.1007/978-3-030-49461-2_34⟩. ⟨hal-03108570⟩
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ref_biblio: Edouard Pineau, Sébastien Razakarivony, Thomas Bonald. Time Series Source Separation with Slow Flows. ICML Workshop on Invertible Neural Networks, Normalizing Flows, and Explicit Likelihood Models, 2020, (On line ), France. ⟨hal-02959282⟩
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ref_biblio: Julien Romero, Nicoleta Preda, Antoine Amarilli, Fabian M. Suchanek. Equivalent Rewritings on Path Views with Binding Patterns. 17th Extended Semantic Web Conference, ESWC 2020, Mar 2020, Online, France. pp.446-462, ⟨10.1007/978-3-030-49461-2_26⟩. ⟨hal-02876611⟩
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ref_biblio: 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⟩
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ref_biblio: Julien Romero, Simon Razniewski. Inside Quasimodo: Exploring Construction and Usage of Commonsense Knowledge. CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Oct 2020, Virtual Event Ireland, France. pp.3445-3448, ⟨10.1145/3340531.3417416⟩. ⟨hal-03537535⟩
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2019

ref_biblio: Ashref Aloui, Mounira Msahli, Talel Abdessalem, Sihem Mesnager, Stéphane Bressan. Privacy as a Service: Anonymisation of NetFlow Traces. 16th International Conference on e-Business Engineerin,(ICEBE 2019), Oct 2019, Shanghai, China. ⟨hal-03035791⟩
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ref_biblio: Antoine Amarilli, Pierre Bourhis, Stefan Mengel, Matthias Niewerth. Constant-Delay Enumeration for Nondeterministic Document Spanners. ICDT, Mar 2019, Lisbon, Portugal. ⟨10.4230/LIPIcs.ICDT.2019.19⟩. ⟨hal-02338344⟩
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ref_biblio: Antoine Amarilli, Pierre Bourhis, Stefan Mengel, Matthias Niewerth. Enumeration on Trees with Tractable Combined Complexity and Efficient Updates. PODS, Jun 2019, Amsterdam, France. pp.89-103, ⟨10.1145/3294052.3319702⟩. ⟨hal-02326243⟩
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ref_biblio: Debabrota Basu, Pierre Senellart, Stéphane Bressan. BelMan: An Information-Geometric Approach to Stochastic Bandits. ECML/PKDD - The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2019, Würzburg, Germany. ⟨hal-02195539⟩
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ref_biblio: Luis Eduardo Boiko Ferreira, Heitor Murilo Gomes, Albert Bifet, Luiz Oliveira. Adaptive Random Forests with Resampling for Imbalanced data Streams. 2019 International Joint Conference on Neural Networks (IJCNN), Jul 2019, Budapest, France. pp.1-6, ⟨10.1109/IJCNN.2019.8852027⟩. ⟨hal-02339524⟩
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ref_biblio: Camille Bourgaux, Ana Ozaki. Querying Attributed DL-Lite Ontologies Using Provenance Semirings. Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), Jan 2019, Honolulu, United States. ⟨hal-02109645⟩
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ref_biblio: T-H Chan, Mauro Sozio, Bintao Sun. Distributed Approximate k-Core Decomposition and Min-Max Edge Orientation: Breaking the Diameter Barrier. : 2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2019, Rio de Janeiro, Brazil. ⟨10.1109/IPDPS.2019.00044⟩. ⟨hal-02315485⟩
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ref_biblio: Bertrand Charpentier, Thomas Bonald. Tree Sampling Divergence: An Information-Theoretic Metric for Hierarchical Graph Clustering. IJCAI, 2019, Macao, China. ⟨hal-02350879⟩
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ref_biblio: Mostafa Haghir Chehreghani, Talel Abdessalem, Albert Bifet. Metropolis-Hastings Algorithms for Estimating Betweenness Centrality Talel Abdessalem. 22nd International Conference on Extending Database Technology EDBT 2019, Mar 2019, Lisbon, Portugal. ⟨10.5441/002/edbt.2019.87⟩. ⟨hal-02339557⟩
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ref_biblio: Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem. Adaptive Algorithms for Estimating Betweenness and k -path Centralities. the 28th ACM International Conference, Nov 2019, Beijing, France. pp.1231-1240, ⟨10.1145/3357384.3358064⟩. ⟨hal-02460402⟩
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ref_biblio: Silviu Maniu, Pierre Senellart, Suraj Jog. An Experimental Study of the Treewidth of Real-World Graph Data. ICDT 2019 – 22nd International Conference on Database Theory, Mar 2019, Lisbon, Portugal. pp.18, ⟨10.4230/LIPIcs.ICDT.2019.12⟩. ⟨hal-02087763⟩
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ref_biblio: Thomas Pellissier Tanon, Fabian M. Suchanek. Querying the Edit History of Wikidata. Extended Semantic Web Conference, Jun 2019, Portorož, Slovenia. pp.161-166, ⟨10.1007/978-3-030-32327-1_32⟩. ⟨hal-02096356⟩
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ref_biblio: Edouard Pineau, Sebastien Razakarivony, Thomas Bonald. Seq2VAR: multivariate time series representation with relational neural networks and linear autoregressive model. AALTD workshop, ECML/PKDD : 4th Workshop on Advanced Analytics and Learning on Temporal Data, 2019, Wurzburg, Germany. ⟨hal-02293239⟩
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ref_biblio: Jalal Rachad, Ridha Nasri, Laurent Decreusefond. A 3D Beamforming Scheme Based on The Spatial Distribution of User Locations. IEEE PIMRC 2019, 2019, Istanbul, Turkey. ⟨hal-02164428⟩
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ref_biblio: Arles Rodríguez, Nathaly Botina, Jonatan Gómez, Marius Pol, Jean-Louis Dessalles, et al.. Explanatory AI for Pertinent Communication in Autonomic Systems. Intelligent Systems and Applications, Sep 2019, Londres, United Kingdom. pp.212-227, ⟨10.1007/978-3-030-29516-5_16⟩. ⟨hal-02449644⟩
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ref_biblio: 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⟩
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ref_biblio: 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-02293688v2⟩
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ref_biblio: Andy Shih, Guy van Den Broeck, Paul Beame, Antoine Amarilli. Smoothing Structured Decomposable Circuits. NeurIPS 2019, Dec 2019, Vancouver, Canada. ⟨hal-02338336⟩
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ref_biblio: Arnaud Soulet, Fabian Suchanek. Anytime Large-Scale Analytics of Linked Open Data. ISWC, 2019, Auckland, New Zealand. ⟨hal-02302747⟩
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ref_biblio: Riccardo Tommasini, Robin Keskisärkkä, Jean-Paul Calbimonte, Eva Blomqvist, Emanuele Della Valle, et al.. Continuous Analytics of Web Streams. Companion The 2019 World Wide Web Conference, May 2019, San Francisco, United States. pp.1323-1325, ⟨10.1145/3308560.3320088⟩. ⟨hal-02339567⟩
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ref_biblio: João Vinagre, Alípio Mário Jorge, Albert Bifet, Marie Al-Ghossein. ORSUM 2019 2nd workshop on online recommender systems and user modeling. the 13th ACM Conference, Sep 2019, Copenhagen, France. pp.562-563, ⟨10.1145/3298689.3347057⟩. ⟨hal-02339562⟩
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2018

ref_biblio: Talel Abdessalem, Claudia Bauzer Medeiros, Wojciech Cellary, Stéphane Gançarski, Khaled Jouini, et al.. The Database Version Approach: Overview and Future directions. 34ème Conférence sur la Gestion de Données – Principes, Technologies et Applications (BDA 2018), Oct 2018, Bucarest, Romania. ⟨hal-02191121⟩
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ref_biblio: Marie Al-Ghossein, Talel Abdessalem, Anthony Barré. Exploiting Contextual and External Data for Hotel Recommendation. Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization (UMAP 2018), Jul 2018, Singapore, Singapore. pp.323-328, ⟨10.1145/3213586.3225245⟩. ⟨hal-02288050⟩
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ref_biblio: Marie Al-Ghossein, Pierre-Alexandre Murena, Talel Abdessalem, A. Barré, Antoine Cornuéjols. Adaptive Collaborative Topic Modeling for Online Recommendation. 12th ACM Conference on Recommender Systems (RecSys 2018), Oct 2018, Vancouver, Canada. ⟨hal-02287953⟩
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ref_biblio: Marie Al-Ghossein, Pierre-Alexandre Murena, Antoine Cornuéjols, Talel Abdessalem. Online Learning with Reoccurring Drifts: The Perspective of Case-Based Reasoning. Third Workshop on Synergies between CBR and Data Mining, ICCBR-2018, 2018, Stockholm, Sweden. ⟨hal-02412371⟩
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ref_biblio: Marie Al-Ghossein, Talel Abdessalem, Anthony Barré. Cross-Domain Recommendation in the Hotel Sector. Proceedings of the Workshop on Recommenders in Tourism, RecTour 2018, co-located with the 12th ACM Conference on Recommender Systems (RecSys 2018), Oct 2018, Vancouver, Canada. pp.1-6. ⟨hal-02288052⟩
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ref_biblio: Marie Al-Ghossein, Talel Abdessalem, Anthony Barré. Dynamic Local Models for Online Recommendation. Companion of the The Web Conference 2018 on The Web Conference 2018 (WWW 2018), Apr 2018, Lyon, France. pp.1419-1423, ⟨10.1145/3184558.3191586⟩. ⟨hal-02288562⟩
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ref_biblio: Antoine Amarilli, Charles Paperman. Topological Sorting with Regular Constraints. ICALP 2018 - 45th International Colloquium on Automata, Languages, and Programming, Jul 2018, Prague, Czech Republic. pp.115:1--115:14. ⟨hal-01950909⟩
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ref_biblio: Antoine Amarilli, Michael Benedikt. When Can We Answer Queries Using Result-Bounded Data Interfaces?. PODS 2018, Jun 2018, Houston, United States. ⟨hal-02079064⟩
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ref_biblio: Oana Balalau, Carlos Castillo, Mauro Sozio. EviDense: a Graph-based Method for Finding Unique High-impact Events with Succinct Keyword-based Descriptions. THE 12TH INTERNATIONAL AAAI CONFERENCE ON WEB AND SOCIAL MEDIA (ICWSM-18), 2018, Stanford, United States. ⟨hal-02315505⟩
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ref_biblio: Albert Bifet, Jesse Read. Ubiquitous Artificial Intelligence and Dynamic Data Streams. DEBS, 2018, Hamilton, New Zealand. pp.1-6. ⟨hal-02412375⟩
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ref_biblio: T-H. Hubert Chan, Arnaud Guerqin, Mauro Sozio. Fully Dynamic k -Center Clustering. 2018 World Wide Web Conference, Apr 2018, Lyon, France. pp.579-587, ⟨10.1145/3178876.3186124⟩. ⟨hal-02315471⟩
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ref_biblio: Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem. Efficient Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs. PAKDD (3), 2018, Melbourne, Australia. pp.752-764. ⟨hal-02412377⟩
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ref_biblio: Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem. An In-depth Comparison of Group Betweenness Centrality Estimation Algorithms. IEEE International Conference on Big Data, Big Data 2018, Seattle, WA, USA, December 10-13, 2018, 2018, Seattle, United States. pp.2104-2113. ⟨hal-02412409⟩
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ref_biblio: Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem. DyBED: An Efficient Algorithm for Updating Betweenness Centrality in Directed Dynamic Graphs. IEEE International Conference on Big Data, Big Data 2018, Seattle, WA, USA, December 10-13, 2018, 2018, Seattle, United States. pp.2114-2123. ⟨hal-02412410⟩
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ref_biblio: Ngurah Agus Sanjaya Er, Mouhamadou Lamine Ba, Talel Abdessalem, Stéphane Bressan. Tuple Reconstruction. DASFAA 2018 International Workshops: BDMS, BDQM, GDMA, and SeCoP, May 2018, Gold Coast, QLD, Australia. pp.239-254, ⟨10.1007/978-3-319-91455-8\_21⟩. ⟨hal-02288053⟩
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ref_biblio: Heitor Murilo Gomes, Jean Paul Barddal, Luis Eduardo Boiko Ferreira, Albert Bifet. Adaptive random forests for data stream regression. 26th European Symposium on Artificial Neural Networks, ESANN 2018, Bruges, Belgium, April 25-27, 2018, 2018, Bruges, Belgium. ⟨hal-02412400⟩
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ref_biblio: Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem. Scalable Model-Based Cascaded Imputation of Missing Data. PAKDD (3), 2018, Melbourne, Australia. pp.64-76. ⟨hal-02412376⟩
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ref_biblio: Pierre-Alexandre Murena, Antoine Cornuéjols, Jean-Louis Dessalles. Opening the parallelogram: Considerations on non-Euclidean analogies. International Conference on Case-Based Reasoning (ICCBR 2018), Jul 2018, Stockholm, Sweden. ⟨hal-02287927⟩
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ref_biblio: Pierre-Alexandre Murena, Marie Al-Ghossein, Talel Abdessalem, Antoine Cornuéjols. Adaptive Window Strategy for Topic Modeling in Document Streams. International Joint Conference on Neural Networks, 2018, Rio de Janeiro, Brazil. ⟨hal-02412370⟩
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ref_biblio: Polina Rozenshtein, Francesco Bonchi, Aristides Gionis, Mauro Sozio, Nikolaj Tatti. Finding events in temporal networks: Segmentation meets densest-subgraph discovery. 2018 IEEE International Conference on Data Mining (ICDM), 2018, Singapour, Singapore. ⟨10.1109/ICDM.2018.00055⟩. ⟨hal-02315513⟩
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ref_biblio: Ngurah Agus Sanjaya, Jesse Read, Talel Abdessalem, Stéphane Bressan. Set Labelling using Multi-label Classification. the 20th International Conference, Nov 2018, Yogyakarta, Indonesia. pp.216-220. ⟨hal-02044886⟩
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ref_biblio: Ngurah Agus Sanjaya, Mouhamadou Lamine Ba, Talel Abdessalem, Stéphane Bressan. Harnessing Truth Discovery Algorithms On The Topic Labelling Problem. the 20th International Conference, Nov 2018, Yogyakarta, Indonesia. pp.8-14. ⟨hal-02049931⟩
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ref_biblio: Giovanni Sileno, Isabelle Bloch, Jamal Atif, Jean-Louis Dessalles. Computing Contrast on Conceptual Spaces. International Workshop on Artificial Intelligence and Cognition, 2018, Palermo, Italy. pp.11-25. ⟨hal-02288536⟩
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ref_biblio: Giovanni Sileno, Jean-Louis Dessalles. Qualifying Causes as Pertinent. 40th Annual Conference of the Cognitive Science Society, Jul 2018, Madison, WI, United States. pp.2488-2493. ⟨hal-02287948⟩
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2017

ref_biblio: Antoine Amarilli, Yael Amsterdamer, Tova Milo, Pierre Senellart. Top-k Queries on Unknown Values under Order Constraints. ICDT 2017, Mar 2017, Venice, Italy. ⟨hal-02287482⟩
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ref_biblio: Ngurah Agus Sanjaya Er, Mouhamadou Lamine Ba, Talel Abdessalem, Stéphane Bressan. Truthfulness of Candidates in Set of t-uples Expansion. Proc. of the 28th International Conference on Database and Expert Systems Applications (DEXA 2017), Aug 2017, Lyon, France. pp.314-323, ⟨10.1007/978-3-319-64468-4_24⟩. ⟨hal-01699982⟩
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ref_biblio: Jean-Benoît Griesner, Talel Abdessalem, Hubert Naacke. Un Modèle de Factorisation de Poisson pour la Recommandation de Points d'Intérêt. 17ème Journées Francophones Extraction et Gestion des Connaissances (EGC 2017), Jan 2017, Grenoble, France. pp.411-416. ⟨hal-01699997⟩
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ref_biblio: Qing Liu, Debabrota Basu, Shruti Goel, Talel Abdessalem, Stéphane Bressan. How to Find the Best Rated Items on a Likert Scale and How Many Ratings Are Enough. Database and Expert Systems Applications - 28th International Conference, DEXA 2017, Lyon, France, August 28-31, 2017, Proceedings, Part II, 2017, Lyon, France. pp.351-359, ⟨10.1007/978-3-319-64471-4_28⟩. ⟨hal-02412320⟩
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ref_biblio: Tsuyoshi Murata, Takahiko Sugihara, Talel Abdessalem. Community Detection in Signed Networks Based on Extended Signed Modularity. Proceedings of the 8th Conference on Complex Networks CompleNet 2017, Mar 2017, Dubrovnik, Croatia. ⟨10.1007/978-3-319-54241-6_6⟩. ⟨hal-01700008⟩
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ref_biblio: Pierre-Alexandre Murena, Jean-Louis Dessalles, Antoine Cornuéjols. A complexity based approach for solving Hofstadter's analogies. International Conference on Case-Based Reasoning (ICCBR 2017), Jul 2017, Trondheim, Northern Mariana Islands. pp.53-62. ⟨hal-02287592⟩
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ref_biblio: Giovanni Sileno, Isabelle Bloch, Jamal Atif, Jean-Louis Dessalles. Similarity and Contrast on Conceptual Spaces for Pertinent Description Generation. 40th German Conference on Artificial Intelligence, 2017, Dortmund, Germany. pp.262-275. ⟨hal-02288501⟩
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ref_biblio: Giovanni Sileno, Antoine Saillenfest, Jean-Louis Dessalles. A computational model of moral and legal responsibility via simplicity theory. 30th international conference on Legal Knowledge and Information Systems (JURIX 2017), Dec 2017, Luxembourg, Luxembourg. pp.171-176, ⟨10.3233/978-1-61499-838-9-171⟩. ⟨hal-02287729⟩
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ref_biblio: Jérémie Sublime, Basarab Matei, Pierre-Alexandre Murena. Analysis of the influence of diversity in collaborative and multi-view clustering. IJCNN-2017 (Int. Joint Conf. on Neural Networks), May 2017, Anchorage, United States. ⟨hal-02287911⟩
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2016

ref_biblio: Antoine Amarilli, Pierre Bourhis, Pierre Senellart. Tractable Lineages on Treelike Instances: Limits and Extensions. PODS (Principles of Database Systems), Jun 2016, San Francisco, United States. pp.355-370. ⟨hal-01336514⟩
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ref_biblio: Ashish Dandekar, Stéphane Bressan, Talel Abdessalem, Huayu Wu, Wee Siong Ng. Detecting Communities of Commuters: Graph Based Techniques Versus Generative Models. On the Move to Meaningful Internet Systems (OTM-CoopIS 2016), Oct 2016, Rhodes, Greece. pp.485-502, ⟨10.1007/978-3-319-48472-3_29⟩. ⟨hal-01700181⟩
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ref_biblio: Ashish Dandekar, Stéphane Bressan, Talel Abdessalem, Huayu Wu, Wee Siong Ng. Trajectory simulation in communities of commuters. International Conference on Advanced Computer Science and Information Systems (ICACSIS), Oct 2016, Malang, Indonesia. pp.39-42. ⟨hal-02412323⟩
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ref_biblio: Ngurah Agus Sanjaya Er, Talel Abdessalem, Stéphane Bressan. Set of t-uples expansion by example. Proceedings of the 18th International Conference on Information Integration and Web-based Applications and Services (iiWAS 2016), Nov 2016, Singapore, Singapore. pp.221-230, ⟨10.1145/3011141.3011144⟩. ⟨hal-01700011⟩
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ref_biblio: Hajer Kefi, Sitesh Indra, Talel Abdessalem. Social Media Marketing Analytics: a Multicultural Approach Applied to the Beauty \& cosmetics Sector. 20th Pacific Asia Conference on Information Systems (PACIS 2016), Jun 2016, Chiayi, Taiwan. pp.176. ⟨hal-01700190⟩
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ref_biblio: Qing Liu, Debabrota Basu, Talel Abdessalem, Stéphane Bressan. Top-k Queries Over Uncertain Scores. On the Move to Meaningful Internet Systems (OTM-CoopIS 2016), Oct 2016, Rhodes, Greece. pp.245-262, ⟨10.1007/978-3-319-48472-3_14⟩. ⟨hal-01700174⟩
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ref_biblio: Letsios Matthaios, Oana D. Balalau, Maximilien Danisch, Emmanuel Orsini, Mauro Sozio. Finding Heaviest k-Subgraphs and Events in Social Media. ICDM Workshop, Feb 2016, Barcelona, Spain. ⟨hal-02412324⟩
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ref_biblio: Antoine Saillenfest, Jean-Louis Dessalles, Olivier Auber. Role of simplicity in creative behaviour: The case of the poietic generator. International Conference on Computational Creativity, Jun 2016, Paris, France. ⟨hal-02287340⟩
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2015

ref_biblio: Antoine Amarilli, Pierre Bourhis, Pierre Senellart. Circuits de provenance pour les arbres et les instances quasi-arborescentes. BDA, Sep 2015, Porquerolles, France. ⟨hal-02287157⟩
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ref_biblio: Antoine Amarilli, Michael Benedikt. Combining Existential Rules and Description Logics. IJCAI 2015, Jul 2015, Buenos Aires, Argentina. pp.2691-2697. ⟨hal-01190601⟩
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ref_biblio: Antoine Amarilli, Mouhamadou Lamine Ba, Daniel Deutch, Pierre Senellart. Requêtes sur des données à ordre incomplet. BDA, Sep 2015, Porquerolles, France. ⟨hal-02288441⟩
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ref_biblio: Antoine Amarilli, Michael Benedikt. Finite Open-World Query Answering with Number Restrictions. LICS 2015, Jul 2015, Kyoto, Japan. pp.305-316. ⟨hal-01190580⟩
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ref_biblio: Antoine Amarilli. Structurally Tractable Uncertain Data. SIGMOD/PODS Ph.D. Symposium, Jun 2015, Melbourne, Australia. pp.39-44. ⟨hal-01190610⟩
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ref_biblio: Antoine Amarilli, Pierre Bourhis, Pierre Senellart. Provenance Circuits for Trees and Treelike Instances. ICALP 2015, Jun 2015, Kyoto, Japan. pp.56-68. ⟨hal-01178399⟩
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ref_biblio: Mouhamadou Lamine Ba, Roxana Horincar, Pierre Senellart, Huayu Wu. Truth Finding with Attribute Partitioning. WebDB, May 2015, Melbourne, Australia. pp.27-33. ⟨hal-01178403⟩
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ref_biblio: Debabrota Basu, Qian Lin, Weidong Chen, Hoang Tam Vo, Zihong Yuan, et al.. Cost-Model Oblivious Database Tuning with Reinforcement Learning. DEXA, Sep 2015, Valencia, Spain. pp.253-268. ⟨hal-01261945⟩
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ref_biblio: Debabrota Basu, Qian Lin, Zihong Yuan, Pierre Senellart, Stéphane Bressan. Apprentissage par renforcement pour optimiser les bases de donnéees indépendamment du modèle de coût. BDA, Sep 2015, Porquerolles, France. ⟨hal-02287156⟩
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ref_biblio: Muhammad Faheem, Pierre Senellart. Adaptive Web Crawling through Structure-Based Link Classification. ICADL (International Conference on Asian Digital Libraries), Dec 2015, Seoul, South Korea. pp.39-51. ⟨hal-01261960⟩
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ref_biblio: Luis Galárraga, Danai Symeonidou, Jean-Claude Moissinac. Rule Mining for Semantifying Wikilink. LODW 2015, May 2015, Florence, Italy. ⟨hal-02412475⟩
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ref_biblio: Siyu Lei, Silviu Maniu, Luyi Mo, Reynold Cheng, Pierre Senellart. Online Influence Maximization. KDD, Aug 2015, Sydney, Australia. pp.645-654. ⟨hal-02287155⟩
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ref_biblio: Changping Meng, Reynold Cheng, Silviu Maniu, Pierre Senellart, Wangda Zhang. Discovering Meta-Paths in Large Heterogeneous Information Networks. WWW, May 2015, Florence, Italy. ⟨hal-01178401⟩
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ref_biblio: David Montoya, Serge Abiteboul, Pierre Senellart. Hup-Me: Inferring and Reconciling a Timeline of User Activity with Smartphone and Personal Data. SIGSPATIAL (Special Interest Group on Spatial Information), Nov 2015, Seattle, United States. ⟨hal-01261964⟩
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ref_biblio: Marilena Oita, Pierre Senellart. FOREST: Focused Object Retrieval by Exploiting Significant Tag Paths. WebDB, May 2015, Melbourne, Australia. pp.55-61. ⟨hal-01178402⟩
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ref_biblio: Michele Spina, D. Rossi, Mauro Sozio, Silviu Maniu, Bogdan Cautis. Snooping Wikipedia Vandals with MapReduce. IEEE ICC, Feb 2015, London, United Kingdom. ⟨hal-01279007⟩
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ref_biblio: Aliaksandr Talaika, Joanna Biega, Antoine Amarilli, Fabian M. Suchanek. IBEX: Harvesting Entities from the Web Using Unique Identifiers. WebDB, May 2015, Melbourne, Australia. ⟨hal-01190629⟩
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2014

ref_biblio: Antoine Amarilli, Yael Amsterdamer, Tova Milo. Uncertainty in Crowd Data Sourcing under Structural Constraints. UnCrowd, Apr 2014, Bali, Indonesia. pp.351-359. ⟨hal-01190716⟩
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ref_biblio: Antoine Amarilli, Luis Galárraga, Nicoleta Preda, Fabian M. Suchanek. Recent Topics of Research around the YAGO Knowledge Base. Asia-Pacific Web Conference (APWEB), Sep 2014, Changsha, China. pp.1-12. ⟨hal-01190642⟩
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ref_biblio: Antoine Amarilli. The Possibility Problem for Probabilistic XML. Alberto Mendelzon International Workshop on Foundations of Data Management, Jun 2014, Carthagène des Indes, Colombia. ⟨hal-01190712⟩
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ref_biblio: Antoine Amarilli, Yael Amsterdamer, Tova Milo. On the Complexity of Mining Itemsets from the Crowd Using Taxonomies. ICDT (International Conference on Database Theory), Mar 2014, Athens, Greece. pp.15-25. ⟨hal-00986184⟩
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ref_biblio: Mouhamadou Lamine Ba, Sebastien Montenez, Talel Abdessalem, Pierre Senellart. Monitoring moving objects using uncertain Web data. SIGSPATIAL (Special Interest Group on Spatial Information), Oct 2014, Dallas, United States. pp.4. ⟨hal-02288414⟩
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ref_biblio: Mouhamadou Lamine Ba, Sebastien Montenez, Ruiming Tang, Talel Abdessalem. Integration of web sources under uncertainty and dependencies using probabilistic XML. UnCrowd, Apr 2014, Bali, Indonesia. ⟨hal-02265629⟩
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ref_biblio: Mouhamadou Lamine Ba, Sebastien Montenez, Talel Abdessalem, Pierre Senellart. Collecte, intégration et visualisation de données Web incertaines sur des objets mobiles. BDA (Bases de Données Avancées), Oct 2014, Autrans, France. ⟨hal-02265630⟩
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ref_biblio: Jean-Louis Dessalles. The role of the human political singularity in the emergence of language. Int. Conf. on the Evolution of Language, Apr 2014, Vienne, Austria. pp.423-424. ⟨hal-02286934⟩
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ref_biblio: Georges Gouriten, Silviu Maniu, Pierre Senellart. Scalable, Generic, and Adaptive Systems for Focused Crawling. HyperText, Sep 2014, Santiago, Chile. pp.35-45. ⟨hal-01069821⟩
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ref_biblio: Modou Gueye, Talel Abdessalem, Hubert Naacke. A Social and Popularity-based Tag Recommender. SocialCom 2014 - The Seventh IEEE International Conference on Social Computing and Networking, Dec 2014, Sidney, Australia. pp.318-325, ⟨10.1109/BDCloud.2014.44⟩. ⟨hal-01113540⟩
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ref_biblio: Silviu Maniu, Reynold Cheng, Pierre Senellart. ProbTree: A Query-Efficient Representation of Probabilistic Graphs. BUDA (Big Uncertain Data), Jun 2014, Snowbird, United States. ⟨hal-02288413⟩
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ref_biblio: Ruiming Tang, Antoine Amarilli, Pierre Senellart, Stéphane Bressan. Get a Sample for a Discount: Sampling-Based XML Data Pricing. DEXA (Database and Expert Systems Applications), Sep 2014, Munich, Germany. pp.20-34. ⟨hal-01069820⟩
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2013

ref_biblio: Antoine Amarilli, Pierre Senellart. On the Connections between Relational and XML Probabilistic Data Models. BNCOD (British National Conference on Databases), Jul 2013, Oxford, United Kingdom. pp.121-134. ⟨hal-00874445⟩
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ref_biblio: Yael Amsterdamer, Yael Grossman, Tova Milo, Pierre Senellart. Crowd Mining. SIGMOD (Special Interest Group on Management of Data), Jun 2013, New York, United States. pp.241-252. ⟨hal-00874443⟩
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ref_biblio: Yael Amsterdamer, Yael Grossman, Tova Milo, Pierre Senellart. Crowd Miner: Mining association rules from the crowd. VLDB (Very Large Data Bases), Aug 2013, Riva del Garda, Italy. pp.241-252. ⟨hal-00874438⟩
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ref_biblio: Mouhamadou Lamine Ba, Talel Abdessalem, Pierre Senellart. Uncertain Version Control in Open Collaborative Editing of Tree-Structured Documents. DocEng (Document Engineering), Sep 2013, Florence, Italy. pp.27-36. ⟨hal-00874437⟩
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ref_biblio: Thomas Bonald, Ahlem Khlass, Salah El Ayoubi. Flow-Level Performance of Intra-site Coordination in Cellular Networks. WiOpt, May 2013, Tsukuba, Japan. pp.1-8. ⟨hal-00824999⟩
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ref_biblio: Pierre Delesques, Thomas Bonald, Gwillerm Froc, Philippe Ciblat, Cédric Ware. Analyse de performances d'un commutateur de bursts optiques à mémoire électronique partagée. Journées nationales d'optique guidée (JNOG), Jul 2013, Villetaneuse, France. ⟨hal-02412014⟩
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ref_biblio: Jean-Louis Dessalles. Algorithmic probability and friends. Solomonoff 85th, Dec 2013, Berlin, Germany. pp.119-130, ⟨10.1007/978-3-642-44958-1_9⟩. ⟨hal-02288389⟩
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ref_biblio: Muhammad Faheem, Pierre Senellart. Demonstrating Intelligent Crawling and Archiving of Web Applications. CIKM (Conference on Information and Knowledge Management), Oct 2013, San Francisco, United States. pp.2481-2483. ⟨hal-00952006⟩
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ref_biblio: Muhammad Faheem, Pierre Senellart. Collecte intelligente et adaptative d'applications Web pour l'archivage du Web. BDA (Bases de Données Avancées), Oct 2013, Nantes, France. pp.1-19. ⟨hal-00952133⟩
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ref_biblio: Muhammad Faheem, Pierre Senellart. Intelligent and Adaptive Crawling of Web Applications for Web Archiving. ICWE, Jul 2013, Aalborg, Denmark. pp.306-322. ⟨hal-00874444⟩
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ref_biblio: Fatima Zohra Kaddour, Philippe Martins, Laurent Decreusefond, Emmanuelle Vivier, Lina Mroueh. Outage probability upper bound for multi-class QoS in the uplink of LTE networks. 2013 IEEE Global Communications Conference, GLOBECOM 2013, Atlanta, GA, USA, December 9-13, 2013, Mar 2013, Atlanta, United States. pp.4129-4134, ⟨10.1109/GLOCOM.2013.6831720⟩. ⟨hal-02288521⟩
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ref_biblio: Vassilis Plachouras, Florent Carpentier, Julien Masanès, Thomas Risse, Pierre Senellart, et al.. An Architecture for Selective Web Harvesting: The Use Case of Heritrix. ARCOMEM, Sep 2013, Lisbon, Portugal. ⟨hal-02286815⟩
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ref_biblio: Thomas Risse, Wim Peters, Pierre Senellart. Social and Semantic Driven Web Harvesting. Building Web Observatories, May 2013, Paris, France. ⟨hal-02286725⟩
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ref_biblio: Pierre Senellart. Probabilistic Models for Uncertain Data. SoICT (Symposium on Information and Communication Technology), Dec 2013, Da Nang, Vietnam. pp.10. ⟨hal-01069816⟩
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ref_biblio: Pierre Senellart. Disseminate your Research: Style Does Matter. PIKM (PhD Students at CIKM), Nov 2013, San Francisco, United States. ⟨hal-02286816⟩
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ref_biblio: Asma Souihli, Pierre Senellart. Optimizing Approximations of DNF Query Lineage in Probabilistic XML. ICDE (International Conference on Data Engineering), Apr 2013, Brisbane, Australia. pp.721-732. ⟨hal-00874442⟩
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2012

ref_biblio: Imen Ben Dhia, Talel Abdessalem, Mauro Sozio. Primates: A Privacy Management System for Social Networks. ACM 21st Conference on Information and Knowledge Management CIKM 2012, Oct 2012, Maui, Hawaii, United States. pp.2746-2748. ⟨hal-02288339⟩
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ref_biblio: Michael Benedikt, Pierre Bourhis, Pierre Senellart. Monadic Datalog Containment. ICALP (International Colloquium on Automata, Languages, and Programming), Jul 2012, Warwick, Royaume-Uni. pp.79-91. ⟨hal-00737942⟩
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ref_biblio: Christophe Betoule, Thomas Bonald, Remi Clavier, D. Rossi, Giuseppe Rossini, et al.. Adaptive Probabilistic Flooding for Multi-path Routing. IFIP NTMS, May 2012, Istanbul, Turkey. pp.1-6. ⟨hal-00796397⟩
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ref_biblio: Meghyn Bienvenu, Daniel Deutch, Davide Martinenghi, Pierre Senellart, Fabian M. Suchanek. Dealing with the Deep Web and all its Quirks. VLDS (Very Large Data Search), Aug 2012, Istanbul, Turkey. pp.21-24. ⟨hal-00745179⟩
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ref_biblio: Muhammad Faheem. Intelligent Crawling of Web Applications for Web Archiving. WWW, Apr 2012, Lyon, France. pp.127-131. ⟨hal-00952017⟩
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ref_biblio: Georges Gouriten, Pierre Senellart. API Blender: A Uniform Interface to Social Platform APIs. WWW (World Wide Web), Apr 2012, Lyon, France. ⟨hal-00690621⟩
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ref_biblio: Marilena Oita, Antoine Amarilli, Pierre Senellart. Cross-Fertilizing Deep Web Analysis and Ontology Enrichment. VLDS (Very Large Data Search), Aug 2012, Istanbul, Turkey. pp.21-24. ⟨hal-00737941⟩
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ref_biblio: Thomas Risse, Stefan Dietze, Wim Peters, Katerina Doka, Yannis Stavrakas, et al.. Exploiting the Social and Semantic Web for guided Web Archiving. TPDL (Theory and Practices of Digital Libraries), Sep 2012, Paphos, Greece. pp.426-432. ⟨hal-00737945⟩
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ref_biblio: Asma Souihli, Pierre Senellart. Demonstrating ProApproX 2.0: A Predictive Query Engine for Probabilistic XML. CIKM (Conference on Information and Knowledge Management), Oct 2012, Maui, United States. pp.2734-2736. ⟨hal-00874440⟩
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ref_biblio: Asma Souihli, Pierre Senellart. Optimisation des approximations de probabilité des requêtes en XML probabiliste. BDA (Bases de Données Avancées), Oct 2012, Clermont-Ferrand, France. pp.20. ⟨hal-00745178⟩
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ref_biblio: Thanh-Tung Vu, Laurent Decreusefond, Philippe Martins. An analytic model for evaluating outage and handover probability of cellular wireless networks. WPMC 2012, Sep 2012, Taipei, Taiwan. pp.643-647. ⟨hal-02286324⟩
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2011

ref_biblio: Thomas Bonald, Jean-Paul Haddad, Ravi Mazumdar. Congestion in large balanced multirate links. ITC 23, Nov 2011, San Fransisco, United States. pp.182-189. ⟨hal-00781198v2⟩
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2010

ref_biblio: Talel Abdessalem, Bogdan Cautis, Nora Derouiche. ObjectRunner: Lightweight, Targeted Extraction and Querying of Structured Web Data. 26-èmes journées Bases de Données Avancées (BDA'10), Oct 2010, Toulouse, France. ⟨hal-02286662⟩
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Book sections

2020

ref_biblio: Ashref Aloui, Mounira Msahli, Talel Abdessalem, Sihem Mesnager, Stéphane Bressan. Privacy as a Service: Anonymisation of NetFlow Traces. Advances in E-Business Engineering for Ubiquitous Computing, pp.561-571, 2020, ⟨10.1007/978-3-030-34986-8_39⟩. ⟨hal-03042197⟩
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2019

ref_biblio: Talel Abdessalem, Claudia Bauzer-Medeiros, Wojtech Cellary, Maud Manouvrier, Marta Rukoz, et al.. Les Versions de Bases de Données. 50 ans de recherche à Dauphine : Hier, Aujourd'hui et Demain, pp.44-48, 2019. ⟨hal-02440751⟩
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ref_biblio: Heitor Murilo Gomes, Albert Bifet, Philippe Fournier-Viger, Jones Granatyr, Jesse Read. Network of Experts: Learning from Evolving Data Streams Through Network-Based Ensembles. International Conference on Neural Information Processing ICONIP 2019: Neural Information Processing, pp.704-716, 2019, ⟨10.1007/978-3-030-36708-4_58⟩. ⟨hal-02460408⟩
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ref_biblio: Gerhard Weikum, Johannes Hoffart, Fabian Suchanek. Knowledge Harvesting: Achievements and Challenges. Computing and Software Science State of the Art and Perspectives, 2019, Computing and Software Science (LNCS), ⟨10.1007/978-3-319-91908-9_13⟩. ⟨hal-03157614⟩
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2016

ref_biblio: Jean-Louis Dessalles. A Cognitive Approach to Relevant Argument Generation. Principles and Practice of Multi-Agent Systems, LNAI 9935, Springer, pp.3-15, 2016, ⟨10.1007/978-3-319-46218-9_1⟩. ⟨hal-02287575⟩
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2015

ref_biblio: Laurent Decreusefond, Aurélien Vasseur. Asymptotics of superposition of point processes. Geometry of Science Information, Springer, pp.187-194, 2015. ⟨hal-02287232⟩
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ref_biblio: Jean-Louis Dessalles. From conceptual spaces to predicates. Applications of conceptual spaces, Springer, pp.17-31, 2015, ⟨10.1007/978-3-319-15021-5_2⟩. ⟨hal-02287107⟩
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ref_biblio: Jean-Louis Dessalles. L'imaginaire de la narration : une approche cognitive. Pour innover, modéliser l'imaginaire - Regards croisés d'industriels et de chercheurs, Editions Manucius, pp.154-167, 2015. ⟨hal-02287200⟩
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ref_biblio: Fabian M. Suchanek. Keynote: A Hitchhiker's Guide to Ontology. Workshop on Knowledge Extraction from Text, ACM, 2015. ⟨hal-02287153⟩
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2014

ref_biblio: Jean-Louis Dessalles. Human language: an evolutionary anomaly. Handbook of Evolution Theory in the Sciences, Springer, pp.707-724, 2014. ⟨hal-02286793⟩
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ref_biblio: Jean-Louis Dessalles. Why talk?. The social origins of language, Oxford, pp.284-296, 2014. ⟨hal-02286791⟩
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ref_biblio: Fabian M. Suchanek. Information Extraction for Ontology Learning. Perspectives on Ontology Learning, IOS Press, 2014. ⟨hal-02287015⟩
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2013

ref_biblio: Jean-Louis Dessalles. Du protolangage au langage : modèle d'une transition. Les origines du langage et des langues, L'Harmattan, 2013. ⟨hal-02287798⟩
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ref_biblio: B. Kimelfeld, Pierre Senellart. Probabilistic XML: Models and Complexity. Advances in Probabilistic Databases for Uncertain Information Management, Springer-Verlag, pp.39-66, 2013. ⟨hal-00874441⟩
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ref_biblio: Thomas Risse, Wim Peters, Pierre Senellart, Diana Maynard. Documenting Contemporary Society by Preserving Relevant Information from Twitter. Twitter and Society, Peter Lang, pp.207-219, 2013. ⟨hal-02286971⟩
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Lectures

2019

ref_biblio: Fabian Suchanek, Jonathan Lajus, Armand Boschin, Gerhard Weikum. Knowledge Representation and Rule Mining in Entity-Centric Knowledge Bases. Doctoral. Italy. 2019. ⟨hal-02302740⟩
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Other publications

2020

ref_biblio: 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⟩
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ref_biblio: Julien Romero, Nicoleta Preda, Fabian Suchanek. Query Rewriting On Path Views Without Integrity Constraints. 2020. ⟨hal-03108494⟩
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ref_biblio: Fabian Suchanek. The Need to Move beyond Triples. International Workshop on Narrative Extraction from Texts, 2020. ⟨hal-03102910⟩
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Books

2017

ref_biblio: Rokia Missaoui, Talel Abdessalem, Mathieu Latapy. Trends in Social Network Analysis - Information Propagation, User Behavior Modeling, Forecasting, and Vulnerability Assessment. Springer International Publishing, pp.255, 2017, ⟨10.1007/978-3-319-53420-6⟩. ⟨hal-01700169⟩
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2012

ref_biblio: Laurent Decreusefond, P. Moyal. Stochastic modeling and analysis of telecom networks. Wiley, pp.387, 2012. ⟨hal-00742136⟩
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2011

ref_biblio: Thomas Bonald, Mathieu Feuillet. Network performance analysis. Wiley, pp.272, 2011. ⟨hal-00726604⟩
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Patents

2014

ref_biblio: Antonino Famulari, Thomas Bonald. Procédé de traitement de données de géolocalisation. France, N° de brevet: 1357423. AF:GEOUNIQ-14. 2014. ⟨hal-02412534⟩
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ref_biblio: Aristides Gionis, Gianmarco de Francisci Morales, Mauro Sozio. System and method of matching content items and consumers. United States, Patent n° : US8660975 B2. MS:USPTO-14. 2014. ⟨hal-02412536⟩
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2013

ref_biblio: Thomas Bonald, Davide Cuda, Raluca-Maria Indre. Dispositif et procédé de fusion de composantes optiques associées à une longueur d'onde en une composante optique fusionnée. France, N° de brevet: EP 2549773 (A1). BCI:patent-13. 2013. ⟨hal-02412526⟩
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ref_biblio: Thomas Bonald, Raluca-Maria Indre. Dispositif et procédé de fusion de composantes optiques associées à une longueur d'onde en une composante optique fusionnée. France, N° de brevet: EP 2549773 (A1). BI:patent-13. 2013. ⟨hal-02412525⟩
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Reports

2018

ref_biblio: Thomas Rebele, Katerina Tzompanaki, Fabian Suchanek. Technical Report: Adding Missing Words to Regular Expressions. [Technical Report] Telecom ParisTech. 2018. ⟨hal-01745987v2⟩
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2012

ref_biblio: Silviu Maniu, Bogdan Cautis. Context-Aware Top-k Processing using Views (Extended Version). [Research Report] 0, Telecom ParisTech. 2012. ⟨hal-02286277⟩
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2011

ref_biblio: Jean-Louis Dessalles. Ex-Post Algorithmic Probability. [Research Report] 2011-D-009, Télécom ParisTech. 2011. ⟨hal-02287136⟩
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Preprints, Working Papers, ...

2019

ref_biblio: Thomas Courtat, Laurent Decreusefond, Philippe Martins. Stochastic simulation of urban environments: Application to Path-loss in wireless systems. 2019. ⟨hal-02287315⟩
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ref_biblio: Silviu Maniu, Pierre Senellart, Suraj Jog. An Experimental Study of the Treewidth of Real-World Graph Data (Extended Version). 2019. ⟨hal-02087770⟩
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ref_biblio: 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⟩
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