Publications

International journals

  1. Amadou Fall, Zakia Kazi-Aoul, Aliou Boly and Yousra Chabchoub. C-SPARQL extension for sampling RDF graphs streams. Advances in Knowledge Discovery and Management (AKDM), volume 7, 2017. Download
  2. Yousra Chabchoub, Raja Chiky and Betul Dogan. How can Sliding HyperLogLog and EWMA detect portscan attacks in IP traffic? EURASIP Journal on Information Security, Special issue on Cyber-Crime : New Trends, Challenges and Detection, 2014. Download.
  3. Yousra Chabchoub, Christine Fricker and Philippe Robert. Improving the detection of On-line Vertical Port Scan in IP Traffic. International Journal of Secure Software Engineering (IJSSE), 2013. Download
  4. Yousra Chabchoub, Christine Fricker, Fabrice Guillemin, and Philippe Robert. A stable statistical estimation of Internet traffic with application to sampling. Computer Communications Journal, 33(1) :103-112, 2009. Download
  5. Yousra Chabchoub, Christine Fricker, Fabrice Guillemin, and Philippe Robert. Inference of flow statistics via packet sampling in the Internet. IEEE Communications Letters, 12(12) : 897 - 899, 2008. Download


International Conferences with proceedings

  1. Yousra Chabchoub, Christine Fricker,  and Hanene Mohamed.  Modèles stochastiques de systèmes de véhicules en libre partage. Rencontres Francophones Transport Mobilité (RFTM), 2018.
  2. Rayane EL Sibai, Yousra Chabchoub, Raja Chiky, Jacques Demerjian, and Kablan Barbar. A performance evaluation of data streams sampling algorithms over a sliding window. IEEE Middle East & North Africa COMMunications Conference (Menacomm), 2018.
  3. Rayane EL Sibai, Jacques Bou Abdo, Yousra Chabchoub, Raja Chiky, Jacques Demerjian, and Kablan Barbar. Information Technology Infrastructure for Data Streams Native Filtering. IEEE Middle East & North Africa COMMunications Conference (Menacomm), 2018.
  4. Rayane EL Sibai, Yousra Chabchoub, Raja Chiky, Jacques Demerjian, and Kablan Barbar. An in-depth analysis of CUSUM algorithm for change detection of process mean and variability in time series. 16th International Symposium on Web and Wireless Geographical Information Systems (W2GIS), 2018.
  5. Rayane EL Sibai, Yousra Chabchoub and Christine Fricker. Using spatial outliers detection to assess balancing mechanisms in bike sharing systems. The 32nd IEEE International Conference on Advanced Information Networking and Applications (IEEE AINA), 2018.
  6. Rayane EL Sibai, Yousra Chabchoub, Raja Chiky, Jacques Demerjian, and Kablan Barbar. Assessing and improving sensors data quality in streaming context. 9th International Conference on Computational Collective Intelligence (ICCCI), 2017.
  7. Xiangnan Ren, Olivier Curé, Houda Khrouf, Zakia Kazi-Aoul and Yousra Chabchoub. Apache Spark and Apache Kafka at the rescue of distributed RDF Stream Processing engines. ISWC, Poster, 2016. Download
  8. Xiangnan Ren, Houda Khrouf, Zakia Kazi-Aoul, Yousra Chabchoub, and Olivier Curé. On measuring performances of C-SPARQL and CQELS.  ISWC, Stream Reasoning workshop, 2016. Download
  9. Rayane EL Sibai, Yousra Chabchoub, Jacques DEMERJIAN, Zakia Kazi-Aoul and Kablan BARBAR. Sampling Algorithms in Data Stream Environments. IEEE, ICDEc International Conference on Digital Economy Emerging Technologies and Business Innovation, 2016.Download
  10. Amadou Fall, Zakia Kazi-Aoul, Aliou Boly, and Yousra Chabchoub. Extension de C-SPARQL pour l’échantillonnage de flux de graphes RDF. 16ème conférence internationale sur l'Extraction et la Gestion des Connaissances, EGC, 2016.Download
  11. Rayane EL Sibai, Yousra Chabchoub, Jacques DEMERJIAN, Zakia Kazi-Aoul and Kablan BARBAR. A performance study of the chain sampling algorithm. IEEE ICICIS: International Conference on Intelligent Computing and Information Systems, 2015.Download
  12. Yousra Chabchoub, Zakia Kazi-Aoul, Amadou Fall and Rayane El-Sibai. On the dependencies of queries execution time and memory consumption in C-SPARQL. Applied Computing, 12th international conference, 2015.Download
  13. Yousra Chabchoub and Jan Neuzil. On the detection of denial of service attacks using clustering. Applied Computing, 12th international conference, 2015.
  14. Yousra Chabchoub and Christine Fricker. Classification of the Vélib stations using Kmeans, Dynamic Time Warping and DBA averaging method. IWCIM, special session Big and Linked Data, 2014.
  15. Yousra Chabchoub and Christine Fricker. Analyse des trajets Vélib par clustering. Clustering and Coclustering, Extraction et Gestion de Connaissances (EGC), 2014. Download
  16. Yousra Chabchoub, Christine Fricker and Philippe Robert. Improving the detection of On-line Vertical Port Scan in IP Traffic. 7th International Conference on Risks and Security of Internet and Systems (CRiSIS/IEEE), 2012. Download
  17. Benoît Grossin and Yousra Chabchoub. Agrégation robuste de donneées en temps réel : application aux compteurs électriques communicants. Extraction et Gestion de Connaissances (EGC), 2011. Best applicative paper.Download
  18. Yousra Chabchoub and Georges Hébrail. Sliding HyperLogLog : Estimating Cardinality in a Data Stream over a Sliding Window. ICDM Workshop on Large-scale Analytics for Complex Instrumented Systems (LACIS), 2010.Download
  19. Yousra Chabchoub, Christine Fricker, and Hanene Mohamed. Analysis of a bloom filter algorithm via the supermarket model. International Teletraffic Congress (ITC’21), 2009. Download
  20. Yousra Chabchoub, Christine Fricker, Frédéric Meunier, and Danielle Tibi. Analysis of an algorithm catching elephants on the Internet. Discrete Mathematics and Theoretical Computer Science, 2008.Download
  21. Yousra Chabchoub, Christine Fricker, Fabrice Guillemin, and Philippe Robert. Deterministic versus probabilistic packet sampling in the Internet. International Teletraffic Congress (ITC’20), 2007.Download

Reports

  1. Yousra Chabchoub. Analyse et modélisation du trafic Internet. Thesis, 2009.
  2.  Yousra Chabchoub. Etude d’un modèle d’échantillonnage du trafic TCP. Internship report, 2006.