Yousra Chabchoub

According to our database, Yousra Chabchoub authored at least 32 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Online log parsing using evolving research tree.

Arthur Vervaet, Mar Callau-Zori, Yousra Chabchoub, Raja Chiky

Knowl. Inf. Syst., February, 2024

Application of Explainable AI to Healthcare: A Review.

Samuel Gbenga Faluyi, Yousra Chabchoub, Maurras Togbe, Jérémie Sublime

Proceedings of the 7th International Conference on Informatics & Data-Driven Medicine, 2024

An Automated and Verbose Approach for Detecting Anomalies in Cloud Computing Platform Using Logs.

Arthur Vervaet, Yousra Chabchoub, Mar Callau-Zori, Raja Chiky

Proceedings of the Advances in Computational Collective Intelligence, 2024

2023

Deep Learning-Based Outliers Detection in Compressed Trajectories.

Yousra Chabchoub, Michele Luca Puzzo

Proceedings of the Risks and Security of Internet and Systems, 2023

2022

An In-Depth Study and Improvement of Isolation Forest.

Yousra Chabchoub, Maurras Ulbricht Togbe, Aliou Boly, Raja Chiky

IEEE Access, 2022

Distributed Anomalies Detection Using Isolation Forest and Spark.

Maurras Ulbricht Togbe, Yousra Chabchoub, Aliou Boly, Raja Chiky

Proceedings of the Advances in Computational Collective Intelligence, 2022

2021

Anomalies Detection Using Isolation in Concept-Drifting Data Streams.

Maurras Ulbricht Togbe, Yousra Chabchoub, Aliou Boly, Mariam Barry, Raja Chiky, Maroua Bahri

Comput., 2021

2020

Anomaly Detection for Data Streams Based on Isolation Forest Using Scikit-Multiflow.

Maurras Ulbricht Togbe, Mariam Barry, Aliou Boly, Yousra Chabchoub, Raja Chiky, Jacob Montiel, Vinh-Thuy Tran

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

Etude comparative des méthodes de détection d'anomalies.

Maurras Ulbricht Togbe, Yousra Chabchoub, Aliou Boly, Raja Chiky

Proceedings of the Extraction et Gestion des Connaissances, 2020

A cloud-based foundational infrastructure for water management ecosystem.

Rayane El Sibai, Jacques Bou Abdo, Chady Abou Jaoude, Jacques Demerjian, Yousra Chabchoub, Raja Chiky

Proceedings of the 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications, 2020

2019

Bike sharing systems: a new incentive rebalancing method based on spatial outliers detection.

Yousra Chabchoub, Rayane El Sibai, Christine Fricker

Int. J. Space Based Situated Comput., 2019

Towards Efficient Data Sampling for Temporal Anomaly Detection in Sensor Networks.

Rayane El Sibai, Yousra Chabchoub, Chady Abou Jaoude, Jacques Demerjian, Maurras Togbe

Proceedings of the 2nd IEEE Middle East and North Africa COMMunications Conference, 2019

2018

An In-depth Analysis of CUSUM Algorithm for the Detection of Mean and Variability Deviation in Time Series.

Rayane El Sibai, Yousra Chabchoub, Raja Chiky, Jacques Demerjian, Kablan Barbar

Proceedings of the Web and Wireless Geographical Information Systems, 2018

A performance evaluation of data streams sampling algorithms over a sliding window.

Rayane El Sibai, Yousra Chabchoub, Jacques Demerjian, Raja Chiky, Kablan Barbar

Proceedings of the IEEE Middle East and North Africa Communications Conference, 2018

Information technology infrastructure for data streams native filtering.

Rayane El Sibai, Jacques Bou Abdo, Jacques Demerjian, Yousra Chabchoub, Raja Chiky, Kablan Barbar

Proceedings of the IEEE Middle East and North Africa Communications Conference, 2018

Using Spatial Outliers Detection to Assess Balancing Mechanisms in Bike Sharing Systems.

Rayane El Sibai, Yousra Chabchoub, Christine Fricker

Proceedings of the 32nd IEEE International Conference on Advanced Information Networking and Applications, 2018

2017

Assessing and Improving Sensors Data Quality in Streaming Context.

Rayane El Sibai, Yousra Chabchoub, Raja Chiky, Jacques Demerjian, Kablan Barbar

Proceedings of the Computational Collective Intelligence - 9th International Conference, 2017

2016

On Measuring Performances of C-SPARQL and CQELS.

Xiangnan Ren, Houda Khrouf, Zakia Kazi-Aoul, Yousra Chabchoub, Olivier Curé

Proceedings of the Joint Proceedings of the 3rd Stream Reasoning (SR 2016) and the 1st Semantic Web Technologies for the Internet of Things (SWIT 2016) workshops co-located with 15th International Semantic Web Conference (ISWC 2016), Kobe, Japan, October 17th - to, 2016

Apache Spark and Apache Kafka at the Rescue of Distributed RDF Stream Processing Engines.

Xiangnan Ren, Olivier Curé, Houda Khrouf, Zakia Kazi-Aoul, Yousra Chabchoub

Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016

Sampling algorithms in data stream environments.

Rayane El Sibai, Yousra Chabchoub, Jacques Demerjian, Zakia Kazi-Aoul, Kablan Barbar

Proceedings of the International Conference on Digital Economy, 2016

C-SPARQL Extension for Sampling RDF Graphs Streams.

Amadou Fall Dia, Zakia Kazi-Aoul, Aliou Boly, Yousra Chabchoub

Proceedings of the Advances in Knowledge Discovery and Management, 2016

2014

Improving the Detection of On-Line Vertical Port Scan in IP Traffic.

Christine Fricker, Philippe Robert, Yousra Chabchoub

Int. J. Secur. Softw. Eng., 2014

How can sliding HyperLogLog and EWMA detect port scan attacks in IP traffic?

Yousra Chabchoub, Raja Chiky, Betul Dogan

EURASIP J. Inf. Secur., 2014

2011

Agrégation robuste de données massives à la volée : application aux compteurs électriques communicants.

Benoît Grossin, Yousra Chabchoub

Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

2010

On the statistical characterization of flows in Internet traffic with application to sampling.

Yousra Chabchoub, Christine Fricker, Fabrice Guillemin, Philippe Robert

Comput. Commun., 2010

Sliding HyperLogLog: Estimating Cardinality in a Data Stream over a Sliding Window.

Yousra Chabchoub, Georges Hébrail

Proceedings of the ICDMW 2010, 2010

2009

Analyse et modélisation du trafic internet. (Analyzing and modelling internet traffic).

Yousra Chabchoub

PhD thesis, 2009

A Robust Statistical Estimation of Internet Traffic

Yousra Chabchoub, Christine Fricker, Fabrice Guillemin, Philippe Robert

CoRR, 2009

Adaptive algorithms for identifying large flows in IP traffic.

Youssef Azzana, Yousra Chabchoub, Christine Fricker, Fabrice Guillemin, Philippe Robert

CoRR, 2009

Analysis of a Bloom Filter algorithm via the supermarket model.

Yousra Chabchoub, Christine Fricker, Hanene Mohamed

Proceedings of the 21st International Teletraffic Congress, 2009

2008

Inference of flow statistics via packet sampling in the internet.

Yousra Chabchoub, Christine Fricker, Fabrice Guillemin, Philippe Robert

IEEE Commun. Lett., 2008

2007

Deterministic Versus Probabilistic Packet Sampling in the Internet.

Yousra Chabchoub, Christine Fricker, Fabrice Guillemin, Philippe Robert

Proceedings of the Managing Traffic Performance in Converged Networks, 2007