Ph.D. Degree at the King Abdullah University of Science and Technology (KAUST), studying under the supervision of Professor Hernando Ombao in the Biostatistics group.

Research Interests

  • Topological ranking.
  • Data analysis.
  • Brain signals .
  • Generative Adversarial Networks .
  • Topological ranking.

Qualifications

Education

Doctor of Philosophy (Ph.D.)
Statistics, KAUST (King Abdullah University of Science and Technology), Saudi Arabia, 2022
Master of Engineering (MEng)
Computer Science, Institut national des Sciences appliquées de Rouen, France, 2019
Master of Science (M.S.)
Data Science, Normandie University, France, 2019
Bachelor of Science (B.S.)
Mathematics with Computer Science, Université Laval, Canada, 2017

Languages

English
Full professional proficiency
Arabic
Native or bilingual proficiency
Spanish
Professional working proficiency
French
Native or bilingual proficiency

Quote

Intellectual curiosity and human creativity are some of the most important qualities a scientist should have in order to understand the world mysteries and solve the toughest scientific challenges.

Selected Publications

  • Bourakna, A. E. Y. (2024). Statistical Analysis of Topological Patterns in Dependence Networks of Brain Time Series Data. kaust.edu.sa .
  • El-Yaagoubi, A. B., Chung, M. K., & Ombao, H. . (2024). Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity. ArXiv Preprint arXiv:2407.13514.
  • El-Yaagoubi, A. B., Chung, M. K., & Ombao, H. . (2023). Topological data analysis for multivariate time series data. MDPI.