Data, Intelligence and Graphs [DIG]

Les thématiques étudiées par l’équipe Data, Intelligence and Graphs (DIG) concernent les problèmes fondamentaux soulevés dans les systèmes de gestion de données et de connaissances, l’extraction de graphes et l’intelligence artificielle.

Les domaines de recherche couvrent les fondements théoriques de l’intelligence des données et des systèmes de graphes, les solutions et applications pratiques, ainsi que les aspects cognitifs.



Les thèmes spécifiques de recherche incluent :

  • Ontologies et gestion des connaissances
  • Exploration de données à grande échelle
  • Web social
  • Langage et pertinence
  • Machine learning pour les flux de données IoT
  • Big Data & Market Insights

Membres de l’équipe


Intelligence artificielle
Web Sémantique
Fouille de grands graphes
Fondements théoriques des bases de données Traitement données massives et apprentissage sur des flux de données


Les publications de l’équipe

153 documents

Article dans une revue

  • J-L. Dessalles. From Reflex to Reflection: Two Tricks AI Could Learn from Us. Philosophies, 2019, 4 (2), pp.27. ⟨10.3390/philosophies4020027⟩. ⟨hal-02288062⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Antoine Amarilli, Mouhamadou Lamine Ba, Daniel Deutch, Pierre Senellart. Computing Possible and Certain Answers over Order-Incomplete Data. Theoretical Computer Science, Elsevier, 2019, ⟨10.1016/j.tcs.2019.05.013⟩. ⟨hal-01891814⟩
  • 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⟩
  • J-L. 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, 2018, 41, pp.e200. ⟨hal-02287922⟩
  • Thomas Bonald, N. Duffield. Proceedings of the ACM on Measurement and Analysis of Computing Systems. acm, 2018, 2 (3). ⟨hal-02288035⟩
  • Nathan de Lara, Thomas Bonald. The Forward-Backward Embedding of Directed Graphs., 2018. ⟨hal-02288036⟩
  • Bertrand Charpentier, Thomas Bonald. Learning Graph Representations by Dendrograms., 2018. ⟨hal-02288037⟩
  • 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⟩
  • Thomas Bonald, Ayalvadi Ganesh. Introduction to special issue: ACM SIGMETRICS 2016. Queueing Systems, 2018, pp.1-2. ⟨hal-02288039⟩
  • Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem. Scikit-Multiflow: A Multi-output Streaming Framework. Journal of Machine Learning Research, 2018, 19. ⟨hal-02287993⟩
  • 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⟩
  • 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⟩
  • J-L. Dessalles. Remembered events are unexpected (Commentary on Mahr \& Csibra: Why do we remember? The communicative function of episodic memory). Behavioral and Brain Sciences, 2018, 41, pp.22. ⟨10.1017/S0140525X17001315⟩. ⟨hal-02287760⟩
  • 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⟩
  • 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⟩
  • J-L. Dessalles. Un phénomène biologique unique. TDC, 2016, 1106, pp.52-57. ⟨hal-02287834⟩
  • Laurent Decreusefond, Matthias Schülte, Christoph Thäle. Functional Poisson approximation in Kantorovich-Rubinstein distance with applications to U-statistics and stochastic geometry. Annals of Probability, 2016, 44 (3), pp.2147-2197. ⟨hal-02286899⟩
  • Thomas Courtat, Laurent Decreusefond, Philippe Martins. Stochastic simulation of urban environments: Application to Path-loss in wireless systems. Submitted, 2016. ⟨hal-02287315⟩
  • J-L. Dessalles. L'émergence du sens au cours de l'évolution. Langages, 2016, 201, pp.129-142. ⟨hal-02287312⟩
  • 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⟩
  • Serge Abiteboul, Yael Amsterdamer, Daniel Deutch, Tova Milo, Pierre Senellart. Optimal Probabilistic Generation of XML Documents. Theory of Computing Systems, 2015, 57 (4), pp.806-842. ⟨hal-01261950v2⟩
  • Laurent Decreusefond. The Stein-Dirichlet-Malliavin method. ESAIM : proceedings and surveys, 2015, 51, pp.49-59. ⟨10.1051/proc/201551003⟩. ⟨hal-02287133⟩
  • Laurent Decreusefond, Ian Flint, Anais Vergne. A note on the simulation of the Ginibre point process. Journal of Applied Probability, 2015, 52 (4). ⟨hal-02286806⟩
  • Antoine Amarilli, Silviu Maniu, Pierre Senellart. Intensional Data on the Web. ACM Sigweb Newsletter, 2015, pp.12. ⟨hal-01191721⟩
  • Antoine Amarilli. Possibility for Probabilistic XML. Ingénierie des Systèmes d'Information, 2015, 20 (5), pp.53-75. ⟨hal-01336826⟩
  • 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⟩
  • J-L. Dessalles. Comment nous optimisons nos signaux sociaux. La Recherche, 2014, 494, pp.56-59. ⟨hal-02286985⟩
  • 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⟩
  • J-L. Dessalles. Optimal investment in social signals. Evolution, 2014, 68 (6), pp.1640-1650. ⟨10.1111/evo.12378⟩. ⟨hal-02286932⟩
  • L. Coutin, Laurent Decreusefond. Higher order expansions via Stein's method. Communications on Stochastic Analysis, 2014, 8 (2), pp.155-168. ⟨hal-02286879⟩
  • 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⟩
  • Serge Abiteboul, Pierre Senellart. Un déluge de données. Pour la science, 2013, pp.32-35. ⟨hal-01069815⟩
  • L. Coutin, Laurent Decreusefond. Stein's method for Brownian approximations. Communications on Stochastic Analysis, 2013, 7 (3), pp.349-372. ⟨hal-02286356⟩
  • 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⟩
  • 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, 2013. ⟨hal-02286482⟩
  • Andrea Bianco, Thomas Bonald, Davide Cuda, Raluca-Maria Indre. Cost, power consumption and performance evaluation of metro networks. Journal of Optical Communications and Networking, 2013, 5 (1), pp.81-91. ⟨hal-00784181⟩
  • 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⟩
  • Thomas Bonald, Mathieu Feuillet. Performance of CSMA in multi-channel wireless networks. Queueing Systems, 2012, 72 (1-2), pp.139-160. ⟨hal-00781104⟩
  • 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⟩
  • Bogdan Cautis, Evgeny Kharlamov. Answering Queries using Views over Probabilistic XML: Complexity and Tractability. PVLDB, 2012, 5 (10). ⟨hal-02286312⟩
  • Gianmarco de Francisci Morales, Aristides Gionis, Mauro Sozio. Social Content Matching in MapReduce. VLDB, 2011, pp.460-469. ⟨hal-00816075⟩
  • J-L. Dessalles. Review of: The evolution of human language: Biolinguistic perspectives (R. Larson et al., CUP, 2010). Language, 2011, 87 (2), pp.411-414. ⟨10.1353/lan.2011.0042 ⟩. ⟨hal-02286881⟩

Communication dans un congrès

  • Debabrota Basu, Pierre Senellart, Stephane 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Giovanni Sileno, J-L. Dessalles. Qualifying Causes as Pertinent. 40th Annual Conference of the Cognitive Science Society, Jul 2018, Madison, WI, United States. pp.2488-2493. ⟨hal-02287948⟩
  • Antoine Amarilli, Michael Benedikt. When Can We Answer Queries Using Result-Bounded Data Interfaces?. PODS 2018, Jun 2018, Houston, United States. ⟨hal-02079064⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Giovanni Sileno, Isabelle Bloch, Jamal Atif, J-L. Dessalles. Computing Contrast on Conceptual Spaces. International Workshop on Artificial Intelligence and Cognition, 2018, Palermo, Italy. pp.11-25. ⟨hal-02288536⟩
  • 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⟩
  • 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⟩
  • Giovanni Sileno, Antoine Saillenfest, J-L. 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Giovanni Sileno, Isabelle Bloch, Jamal Atif, J-L. 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Antoine Saillenfest, J-L. 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Antoine Amarilli, Mouhamadou Lamine Ba, Daniel Deutch, Pierre Senellart. Requêtes sur des données à ordre incomplet. BDA, Sep 2015, Porquerolles, France. ⟨hal-02288441⟩
  • Antoine Amarilli, Pierre Bourhis, Pierre Senellart. Circuits de provenance pour les arbres et les instances quasi-arborescentes. BDA, Sep 2015, Porquerolles, France. ⟨hal-02287157⟩
  • 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⟩
  • 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⟩
  • Siyu Lei, Silviu Maniu, Luyi Mo, Reynold Cheng, Pierre Senellart. Online Influence Maximization. KDD, Aug 2015, Sydney, Australia. pp.645-654. ⟨hal-02287155⟩
  • Antoine Amarilli, Michael Benedikt. Finite Open-World Query Answering with Number Restrictions. LICS 2015, Jul 2015, Kyoto, Japan. pp.305-316. ⟨hal-01190580⟩
  • Antoine Amarilli, Michael Benedikt. Combining Existential Rules and Description Logics. IJCAI 2015, Jul 2015, Buenos Aires, Argentina. pp.2691-2697. ⟨hal-01190601⟩
  • Antoine Amarilli, Pierre Bourhis, Pierre Senellart. Provenance Circuits for Trees and Treelike Instances. ICALP 2015, Jun 2015, Kyoto, Japan. pp.56-68. ⟨hal-01178399⟩
  • Antoine Amarilli. Structurally Tractable Uncertain Data. SIGMOD/PODS Ph.D. Symposium, Jun 2015, Melbourne, Australia. pp.39-44. ⟨hal-01190610⟩
  • 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⟩
  • Mouhamadou Lamine Ba, Roxana Horincar, Pierre Senellart, Huayu Wu. Truth Finding with Attribute Partitioning. WebDB, May 2015, Melbourne, Australia. pp.27-33. ⟨hal-01178403⟩
  • 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⟩
  • Marilena Oita, Pierre Senellart. FOREST: Focused Object Retrieval by Exploiting Significant Tag Paths. WebDB, May 2015, Melbourne, Australia. pp.55-61. ⟨hal-01178402⟩
  • Michele Spina, D. Rossi, Mauro Sozio, Silviu Maniu, Bogdan Cautis. Snooping Wikipedia Vandals with MapReduce. IEEE ICC, Feb 2015, London, United Kingdom. ⟨hal-01279007⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Georges Gouriten, Silviu Maniu, Pierre Senellart. Scalable, Generic, and Adaptive Systems for Focused Crawling. HyperText, Sep 2014, Santiago, Chile. pp.35-45. ⟨hal-01069821⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • J-L. 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⟩
  • Antoine Amarilli, Yael Amsterdamer, Tova Milo. Uncertainty in Crowd Data Sourcing under Structural Constraints. UnCrowd, Apr 2014, Bali, Indonesia. pp.351-359. ⟨hal-01190716⟩
  • 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⟩
  • J-L. Dessalles. Algorithmic probability and friends. Solomonoff 85th, Dec 2013, Berlin, Germany. pp.119-130, ⟨10.1007/978-3-642-44958-1_9⟩. ⟨hal-02288389⟩
  • Pierre Senellart. Probabilistic Models for Uncertain Data. SoICT (Symposium on Information and Communication Technology), Dec 2013, Da Nang, Vietnam. pp.10. ⟨hal-01069816⟩
  • Pierre Senellart. Disseminate your Research: Style Does Matter. PIKM (PhD Students at CIKM), Nov 2013, San Francisco, United States. ⟨hal-02286816⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Muhammad Faheem, Pierre Senellart. Intelligent and Adaptive Crawling of Web Applications for Web Archiving. ICWE, Jul 2013, Aalborg, Denmark. pp.306-322. ⟨hal-00874444⟩
  • 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⟩
  • 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⟩
  • Thomas Risse, Wim Peters, Pierre Senellart. Social and Semantic Driven Web Harvesting. Building Web Observatories, May 2013, Paris, France. ⟨hal-02286725⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Serge Abiteboul, Yael Amsterdamer, Tova Milo, Pierre Senellart. Auto-Completion Learning for XML. SIGMOD (Special Interest Group on Management of Data), May 2012, Scottsdale, United States. pp.669-672. ⟨hal-00737943⟩
  • 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⟩
  • Muhammad Faheem. Intelligent Crawling of Web Applications for Web Archiving. WWW, Apr 2012, Lyon, France. pp.127-131. ⟨hal-00952017⟩
  • Georges Gouriten, Pierre Senellart. API Blender: A Uniform Interface to Social Platform APIs. WWW (World Wide Web), Apr 2012, Lyon, France. ⟨hal-00690621⟩
  • 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⟩
  • 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⟩

Ouvrage (y compris édition critique et traduction)

  • 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⟩
  • Laurent Decreusefond, P. Moyal. Stochastic modeling and analysis of telecom networks. Wiley, pp.387, 2012. ⟨hal-00742136⟩
  • Thomas Bonald, Mathieu Feuillet. Network performance analysis. Wiley, pp.272, 2011. ⟨hal-00726604⟩

Chapitre d'ouvrage

  • J-L. 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⟩
  • Laurent Decreusefond, Aurélien Vasseur. Asymptotics of superposition of point processes. Geometry of Science Information, Springer, pp.187-194, 2015. ⟨hal-02287232⟩
  • J-L. 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⟩
  • J-L. 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⟩
  • Fabian M. Suchanek. Keynote: A Hitchhiker's Guide to Ontology. Workshop on Knowledge Extraction from Text, ACM, 2015. ⟨hal-02287153⟩
  • Fabian M. Suchanek. Information Extraction for Ontology Learning. Perspectives on Ontology Learning, IOS Press, 2014. ⟨hal-02287015⟩
  • J-L. Dessalles. Why talk?. The social origins of language, Oxford, pp.284-296, 2014. ⟨hal-02286791⟩
  • J-L. Dessalles. Human language: an evolutionary anomaly. Handbook of Evolution Theory in the Sciences, Springer, pp.707-724, 2014. ⟨hal-02286793⟩
  • J-L. Dessalles. Du protolangage au langage : modèle d'une transition. Les origines du langage et des langues, L'Harmattan, 2013. ⟨hal-02287798⟩
  • 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⟩
  • 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⟩

Pré-publication, Document de travail

  • 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⟩
  • Ridha Nasri, Jalal Rachad, Laurent Decreusefond. Dynamic-TDD Interference Tractability Approaches and Performance Analysis in Macro-Cell and Small-Cell Deployments. 2019. ⟨hal-02289230⟩
  • L. Coutin, Laurent Decreusefond. Donsker's theorem in {Wasserstein}-1 distance. 2019. ⟨hal-02098892⟩


  • Silviu Maniu, Bogdan Cautis. Context-Aware Top-k Processing using Views (Extended Version). [Research Report] 0, Telecom ParisTech. 2012. ⟨hal-02286277⟩
  • J-L. Dessalles. Ex-Post Algorithmic Probability. [Research Report] 2011-D-009, Télécom ParisTech. 2011. ⟨hal-02287136⟩

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