I am currently a postdoctoral researcher at the Lorraine Laboratory of Research in Computer Science and its Applications (LORIA), BIRD team. Previously, I worked as a postdoctoral researcher at Tallinn University, Data Science Group. My research work focuses on big graph analysis and explainable artificial intelligence (XIA). I received my Ph.D. in computer science from the Faculty of Science of Tunis, University Tunis EL-Manar, Tunisia in 2021. My Ph.D. thesis was carried out in collaboration between the Faculty of Sciences of Tunis, (LORIA) University of Lorraine, Nancy, and LIMOS, University of Clermont Auvergne, Clermont Ferrand. In this thesis, I have mainly focused on massive data analysis (big data), complex data (big graphs), and large-scale machine learning.
My research areas include (but are not limited to):
- Big Data
- Graph processing
- Graph representation learning
- Deep graph Learning
- Explainable artificial intelligence
August 2022, Our paper DGL4C: a Deep Semi-supervised Graph Representation Learning Model for Resume Classification has been accepted at RecSys in HR’22: The 2nd Workshop on Recommender Systems for Human Resources, in conjunction with the 16th ACM Conference on Recommender Systems, September 18–23, 2022, Seattle, USA.
April 2022, Our paper A Distributed and Incremental Algorithm for Large-Scale Graph Clustering has been accepted for publication in Future Generation Computer Systems (IF = 7.187).
October 2021, Our paper Distributed Scalable Association Rule Mining Over Covid-19 Data has been accepted at the International Conference on Future Data and Security Engineering (FDSE)
October 2021, I’joined the montors committee of the DATA-DRIVEN ENERGY EFFICIENCY DEEPHACK
April 2021, I’joined the organization committee of the 10th International Conference on Model and Data Engineering, 21-23 June 2021, Tallinn, Estonia
January 2021, I successfully defended my PhD thesis on Analysis and Mining of Large Dynamic Graphs: case of graph clustering
Committee: Lotfi Ben Romdhane, Osmar Zaiane, Anis Yazidi, Mohamed Mohssen Gamoudi, Sabeur Aridhi, Amel Borgi, Engelbert Mephu Nguifo.