Enseignant-chercheur

CHAIEB Ramzi

Contact

Email :
Phone number : +33 7 88 15 32 54

8 Rue Isabelle Autissier, 17140 Lagord

Research team

Engineering and Numerical Tools

Educational activities

  • Disciplines : Computer Science, Artificial Intelligence, Data Science, Research Training
  • Level : 1st, 2nd and 3rd Year License, 1st and 2nd Year Integrated Preparatory Cycle, 3rd, 4th and 5th Year Engineering Cycle and 1st Year Research Master, during 9 academic years

Background

  • Post-Doctoral researcher
    INSERM + IMT Atlantique, France, 2019 - 2021
    « Secure distributed machine learning in medical imaging »,
  • Post-Doctoral researcher
    INSA de Rouen, University of Rouen Normandy, France, 2018 - 2019
    « Graph kernels for chemoinformatics »,
  • Ph.D. (With the highest honors and congratulations of the jury “summa cum laude”)
    University of Tunis El Manar - Tunisia, 2017
    Specialty : Information and Communication Sciences and Technologies. Doctoral School of Engineering Science & Technology
  • Master of Science (With the highest honors).
    University of Sousse - Tunisia, 2013
     Specialty : Intelligent and Communicating Systems
  • National Diploma of Engineer
    University of Sousse - Tunisia, 2012
    Specialty : Applied Computer Science
  • Master of Science
    University of Sousse - Tunisia, 2011
    Specialty : Safety and Security of Transport Systems.
  • Bachelor of Science
    University of Monastir - Tunisia, 2009
    Specialty : Computer Science
  • University Diploma in Technology
    University of Monastir - Tunisia, 2007
    Specialty : Networks, Distributed Computing and Multimedia.

Research interest

  • Artificial intelligence
  • Data science
  • Image processing
  • New technologies
  • BIM and digital twins

PhD supervision

PhD programs in progress

Amal AYADI, « Diagnostic et Pronostic à l’aide de l’IA dans le cadre de la maintenance industrielle », 2021-2024

Others (achieved)

Supervision of 4 research master’s level theses and an engineer-level end of studies project (PFE)

Supervision of 3 international mission internships and 2 introductory research internships

 

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 and participation in scientific conferences, seminars, forums, JPO, etc.
  • Participation in the organization of the eleventh international workshop of the IAPR (GREC 2015)
  • Several internships in research laboratories, industrial companies, etc.

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.
  • Amal AYADI, Mohamed Amin BENATIA, Ramzi CHAIEB, Anne LOUIS: “RUL Prediction with Encoding and Spatial-Temporal Deep Neural Networks”, The 20th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2023), 28-31 August 2023, Portsmouth, United Kingdom.