Selected publications


  • Madjarov I., Slaimi F., A Graph-based Web Services Discovery Framework for IoT EcoSystem, SN Applied Sciences, 2020. (en soumission)
  • Alban Gabillon, Romane Gallier, Emmanuel Bruno : Access Controls for IoT Networks. SN Computer Science 1(1): 24:1-24:13 (2020)
  • Patrice Bellot, Soëlie Lerch, Emmanuel Bruno, Elisabeth Murisasco : Emotion and Sentiment Lexicon Impact on Sentiment Analysis Applied to Book Reviews. CoRR abs/2001.07987 (2020)
  • Ugo Comignani, Noël Novelli and Laure Berti-Equille, Data Quality Checking for Machine Learning with MeSQuaL. EDBT'20, demo track, 30th March-2nd April, Copenhagen, Denmark, 2020


  • Ivan Madjarov, Fatma Slaimi. A Multigraph for RESTful Services Discovery in IoT Ecosystem. 2019 IEEE World Congress on Services (SERVICES), Jul, 2019, Milan, Italy.
  • Laure Berti-Équille, Hazar Harmouch, Felix Naumann, Noël Novelli, Saravanan Thirumuruganathan : Discovery of Genuine Functional Dependencies from Relational Data with Missing Values. INFORSID 2019: 287-288
  • Laure Berti-Équille : Reinforcement Learning for Data Preparation with Active Reward Learning. INSCI 2019: 121-132
  • Laure Berti-Équille : ML-Based Knowledge Graph Curation: Current Solutions and Challenges. WWW (Companion Volume) 2019: 938-939
  • Laure Berti-Équille : Learn2Clean: Optimizing the Sequence of Tasks for Web Data Preparation. WWW 2019: 2580-2586
  • Laure Berti-Équille : Truth Discovery. Encyclopedia of Big Data Technologies 2019
  • Laure Berti-Équille, Ji Meng Loh, Saravanan Thirumuruganathan : Are Outlier Detection Methods Resilient to Sampling? CoRR abs/1907.13276 (2019)
  • Soëlie Lerch, Patrice Bellot, Elisabeth Murisasco, Emmanuel Bruno : Influence des lexiques d'émotions et de sentiments sur l'analyse des sentiments. CORIA 2019
  • Emmanuel Bruno, Romane Gallier, Alban Gabillon : Enforcing Access Controls in IoT Networks. FDSE 2019: 429-445


  • Laure Berti-Equille, Hazar Harmouch, Felix Naumann, Noël Novelli, Saravanan Thirumuruganathan, "Discovery of Genuine Functional Dependencies from Relational Data with Missing Values", Proceedings of the VLDB Endowment, VLDB'18, volume 11, n°8, pp. 880 - 892.
  • Andrés Troya-Galvis, Pierre Gançarski, Laure Berti-Equille, "Remote Sensing Image Analysis by Aggregation of Segmentation-Classification Collaborative Agents", Pattern Recognition, 2018.
  • A. Gabillon and Emmanuel Bruno. Regulating IoT messages. 14th International Conference on Information Security Practice and Experience (ISPEC 2018), Tokyo, September 2018.
  • Laure Berti-Équille, Angela Bonifati, Tova Milo : Machine Learning to Data Management: A Round Trip. ICDE 2018: 1735-1738
  • Alban Gabillon, Emmanuel Bruno: A Security Model for IoT Networks. FDSE 2018: 39-56
  • Alban Gabillon, Emmanuel Bruno: Regulating IoT Messages. ISPEC 2018: 468-480


  • Saravanan Thirumuruganathan, Laure Berti-Equille, Mourad Ouzzani, Jorge-Arnulfo Quiane-Ruiz and Nan Tang, "UGuide – User-Guided Discovery of FD-Detectable Errors". Proceedings of the 2017 ACM SIGMOD/PODS Conference SIGMOD'17, Chicago, May 2017.
  • Laure Berti-Equille : La qualité des données: Champs de recherche et enjeux, Les Big Data à découvert, Mokrane Bouzeghoub et Rémy Mosseri (Eds), pp 64-65, CNRS Editions, 2017.
  • Omar Boucelma : L’univers des métadonnées, Les Big Data à découvert, Mokrane Bouzeghoub et Rémy Mosseri (Eds), pp 60-61, CNRS Editions, 2017.
  • Matteo Interlandi, Julien Lacroix, Omar Boucelma, Francesco Guerra: Cleaning MapReduce Workflows. HPCS 2017: 74-78.
  • Etienne Thuillier, Laurent Moalic, Sid Lamrous, Alexandre Caminada. “Clustering weekly patterns of human mobility through mobile phone data”, IEEE Transactions on Mobile Computing (TMC), Aug. 2017
  • Etienne Thuillier, Laurent Moalic, Alexandre Caminada. “Dynamic Purpose Decomposition of Mobility Flows Based on Geographical Data”, 24th International Symposium on Temporal Representation and Reasoning (TIME 2017), Mons, Belgium, October 16-18, 2017.
  • Andrés Troya-Galvis, Pierre Gançarski, Laure Berti-Équille : Interactions segmentation-classification dans un cadre multi-paradigme pour l'analyse d'images de télédétection. Revue d'Intelligence Artificielle 31(1-2): 133-152
  • Laure Berti-Équille, Yury Zhauniarovich : Profiling DRDoS Attacks with Data Analytics Pipeline. CIKM 2017: 1983-1986
  • Eva C. Serrano Balderas, Laure Berti-Équille, Maria Aurora Armienta Hernandez, Corinne Grac : Principled Data Preprocessing: Application to Biological Aquatic Indicators of Water Pollution. DEXA Workshops 2017
  • Andrés Troya-Galvis, Pierre Gançarski, Isabelle Mougenot, Laure Berti-Équille : Sur l'évaluation et l'élaboration d'un jeu de données de référence de bonne qualité en télédétection. EGC 2017: 393-398
  • Tahar Zanouda, Sofiane Abbar, Laure Berti-Équille, Kushal Shah, Abdelkader Baggag, Sanjay Chawla, Jaideep Srivastava : On the Role of Political Affiliation in Human Perception The Case of Delhi OddEven Experiment. SocInfo 2017: 74-88


  • Mehdi Katranji, Etienne Thuillier, Sami Kraiem, Laurent Moalic, Foued Hadj Selem. “Mobility data disaggregation: a transfer learning approach”, IEEE 19th International Conference on Intelligent Transportation Systems (ITSC 2016), Rio de Janeiro, Brazil, November 1-4, 2016.
  • Fatma Slaimi, Sana Sellami, Omar Boucelma, Ahlem Ben Hassine: A Multigraph Approach for Web Services Recommendation. OTM Conferences 2016: 282-299
  • Laure Berti-Equille, Javier Borge-Holthoefer, Veracity of Data: From Truth Discovery Computation Algorithms to Models of Misinformation Dynamics, Synthesis Lectures on Data Management, Morgan & Claypool Publishers, December 2015.
  • Sana Sellami, Hanane Becha: WSTP: Web Services Tagging Platform. ICSOC 2015: 486-490
  • Eve Garnaud, Nicolas Hanusse, Sofian Maabout, Noël Novelli: Parallel mining of dependencies. HPCS 2014: 491-498
  • Sandro Bimonte, Omar Boucelma, Olivier Machabert, Sana Sellami: A new Spatial OLAP approach for the analysis of Volunteered Geographic Information. Computers, Environment and Urban Systems 48: 111-123 (2014)
  • Ivan Madjarov, Cloud-based framework for mobile learning content adaptation. EDUCON 2014: 381-386.
  • Julien Lacroix, Omar Boucelma: Provenance-Based Access Control in the Cloud. IEEE SCC 2013: 755-756
  • Thierno Diallo, Noël Novelli, Jean-Marc Petit: Discovering (frequent) constant conditional functional dependencies. IJDMMM 4(3): 205-223 (2012)
  • Ivan Madjarov, Omar Boucelma, XESOP: A Content-Adaptive M-Learning Environment. EC-TEL 2012: 531-536
  • Bruno E., Faessel N., Glotin H., Le Maitre J., Scholl M. Indexing and querying segmented web pages: the BlockWeb Model. World Wide Web (2011) 14: 623.