CHAIEB Ramzi
Enseignant-chercheur
Research interest
- Artificial intelligence
- Data science
- Image processing
- New technologies
- BIM and digital twins
Educational activities
- Disciplines : Computer Science, Artificial Intelligence, Data Science, Research Training
- Level: 1st, 2nd and 3rd Year License, 2nd Year Integrated Scientific Preparatory Cycle, 3rd Year Engineering Cycle and 1st Year Research Master, during 6 academic years
Background
Post-Doctoral researcher
INSERM + IMT Atlantique, France
« Secure distributed machine learning in medical imaging »,
Post-Doctoral researcher
INSA de Rouen, University of Rouen Normandy, France
« Graph kernels for chemoinformatics »,
Ph.D. (With the highest honors and congratulations of the jury “summa cum laude”)
University of Tunis El Manar - Tunisia
Specialty : Information and Communication Sciences and Technologies. Doctoral School of Engineering Science & Technology
Master of Science (With the highest honors).
University of Sousse - Tunisia
Specialty : Intelligent and Communicating Systems
National Diploma of Engineer
University of Sousse - Tunisia
Specialty : Applied Computer Science
Master of Science
University of Sousse - Tunisia
Specialty : Safety and Security of Transport Systems.
Bachelor of Science
University of Monastir - Tunisia
Specialty : Computer Science
University Diploma in Technology
University of Monastir - Tunisia
Specialty : Networks, Distributed Computing and Multimedia.
PhD supervision
PhD programs in progress
Candidate being selected, « Diagnostic et Pronostic à l’aide de l’IA dans le cadre de la maintenance industrielle », 2021-2024
Others (achieved)
Supervision of 3 research master's level theses and an engineer-level end of studies project (PFE)
Scientific animation
- 2 qualifications for the functions of lecturer (Sections 27 and 61) of the National Council of Universities (CNU) - France
- Several scientific collaborations with research laboratories, University Hospitals, National Library of France (BNF), National Archives of Tunisia (ANT), INSERM and companies
- Integration into the scientific community (member in several research groups, participation in many collaborative projects, etc.)
- Educational training
- Organization of scientific conferences, seminars, forums, etc.
- Participation in the organization of the eleventh international workshop of the IAPR (GREC 2015)
- Several internships in research laboratories, industrial companies, etc.
Publications
Synthesis (2014-2019)
- ACL : 6
- C-ACTI : 4
- OS : 11
Selected publications
JOURNAL PAPERS
- Ramzi CHAIEB, Karim KALTI, Muhammad Muzzamil LUQMAN, Mickaël COUSTATY, Jean-Marc OGIER and Najoua ESSOUKRI BEN AMARA : “Fuzzy Generalized Median Graphs Computation: Application to Content-Based Document Retrieval”, Pattern Recognition journal, 2017; Volume 72, Pages 266-284.
- Ramzi CHAIEB and Karim KALTI : “Feature Subset Selection for Classification of Malignant and Benign Breast Masses in Digital Mammography”, Journal of Pattern Analysis and Applications (2019) 22(3):803–829.
- Maroua MEHRI, Ramzi CHAIEB, Karim KALTI, Pierre HEROUX, Rémy MULLOT and Najoua ESSOUKRI BEN AMARA: “A Comparative Study of Two State-of-the-Art Feature Selection Algorithms for Texture-Based Pixel-Labeling Task of Ancient Documents”, Journal of Imaging. 2018; 4(8):97.
BOOK CHAPTERS
- Emna SOYED, Ramzi CHAIEB and Karim KALTI : “Superpixel Based Segmentation of Historical Document Images Using a Multiscale Texture Analysis”. In: Bouhlel M., Rovetta S. (eds) Proceedings of the 8th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT’18), Vol.1. SETIT 2018. Smart Innovation, Systems and Technologies, vol 146. Springer, Cham, 2020.
INTERNATIONAL CONFERENCE PAPERS
- Ramzi CHAIEB, Karim KALTI and Najoua ESSOUKRI BEN AMARA : “Interactive Content-Based Document Retrieval Using Fuzzy Attributed Relational Graph Matching”, 13th International Conference on Document Analysis and Recognition (ICDAR 2015), 23- 26 August 2015, Nancy, France.
- Ramzi CHAIEB, Karim KALTI, Jean-Marc OGIER and Najoua ESSOUKRI BEN AMARA : “Contributions to Indexing and Searching in Document Image Databases”, Doctoral Consortium in the 13th International Conference on Document Analysis and Recognition (ICDAR 2015), 23- 26 August 2015, Nancy, France.
- Ramzi CHAIEB, Amira BACHA, Karim KALTI and Fradj BEN LAMINE : “Image Features Extraction for Masses Classification in Mammograms”, IEEE International Conference on Soft Computing and Pattern Recognition (SoCPaR 2014), 11- 14 August 2014, Tunis, Tunisia.
- Emna SOYED, Ramzi CHAIEB and Karim KALTI : “Superpixel Based Segmentation of Historical Document Images Using a Multiscale Texture Analysis”, International Conference on Sciences of Electronic, Technologies of Information and Telecommunications (SETIT 2018), 18-20 December 2018, Genoa - Italy & Hammamet – Tunisia.