Welcome! I’m Mohammed Sabri, a passionate researcher at the intersection of statistical machine learning and data science. I’m a PhD Candidate in the Department of Mathematics and Physics at the University of Campania “Luigi Vanvitelli”, working under the supervision of Prof. Rosanna Verde. My research focuses on the synergy of supervised and unsupervised techniques in machine learning.

💼 Research Interests

• Statistical Machine Learning
• High-dimensional Classification
• Functional Data Analysis
• Novel Classification Algorithms
• Applications in Finance and Healthcare

📝 Selected Publications

A Novel Classification Algorithm Based on the Synergy Between Dynamic Clustering with Adaptive Distances and K-Nearest Neighbors.

Sabri M., Verde R., Maturo F., Balzanella A., Tairi H., Yahyaouy A., and Riffi J.
Journal of Classification 41, 264–288 (2024).
paper

K‐Fuse: Credit card fraud detection based on a classification method with a priori class partitioning and a novel feature selection strategy.

Sabri M., Verde R. and Balzanella A.
Applied Stochastic Models in Business and Industry (2024).
paper

📖 Education

• 2020 - present: Computer Science PhD | Università degli studi della Campania Luigi Vanvitelli, Italy
• 2018 - 2019: Masters in Data Science and Business Intelligence | University of Paris Nord (Paris XIII), France
• 2017 - 2018: Masters in Data Science and Applied Mathematics | University of Sidi Mohamed Ben Abdellah, Morocco
• 2013 - 2017: Bachelors in Applied Mathematics And Computer Science | Chouaib Doukkali University, Morocco

👨‍🏫 Teaching / Talks

• 2024
  • Instructor for Statistical Learning | University of Campania Luigi Vanvitelli | 2023-2024
  • Seminar talk at University of Naples Federico II
    • Topic: “Credit Card Fraud Detection: Strategies and Solutions Understanding and Mitigating the Risks in the Digital Age”
  • Seminar talk at University of Campania Luigi Vanvitelli
    • Topic: “Introduction to Recommender Systems: Principles and Applications”
• 2023
  • Teaching Assistant for Object-Oriented Programming | University of Sidi Mohamed Ben Abdellah
    • Assisted in lab sessions for 100+ undergraduate students
    • Provided one-on-one tutoring and graded assignments
  • Python Instructor for Summer School | University of Sidi Mohamed Ben Abdellah
    • Designed and delivered introductory Python course to 30+ students
    • Created hands-on coding exercises later adopted by the department

🤝 Collaboration

I’m always eager to collaborate on innovative projects and engage in discussions about data science and machine learning. If you’re interested in connecting or exploring potential collaborations, please don’t hesitate to reach out!