Skip to content
Log in
Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Boumedyen Shannaq

h-index 11 View on Semantic Scholar

We have 3 of 72 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Sep 2026

Optimizing Arabic Document Representation via Minimal-Term TF-IDF and Co-Occurrence Integration: Empirical Evaluation Across Multiple Classifiers

This study outlines a methodical investigation into optimizing Arabic document representation for classification. It concludes that a balanced selection of minimal terms can achieve high performance while reducing computational load. We conducted experiments on a corpus of 10,000 Arabic news sections from 111,728 docum...

Boumedyen Shannaq · 0 citations
Open access 2026

Self-Supervised Knowledge Representation for Rare Fraud and Operational Failure Detection in Multi-Channel Payment Systems

It is shown that naive, generic, SSL-based anomaly detectors lead to reduced precision, and task-adapted representations of supervised models, stacked with task-adapted representations, can increase fraud recall by up to 4.9 with a small F1 increase, enhancing a knowledge based perspective of when self-supervised repre...

Boumedyen Shannaq, N. Elshaiekh, Basel Bani-Ismail et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.