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Author

Khaled Slhoub

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Review Open access 2026

A Systematic Review of Artificial Intelligence for Software Requirements in Open-Source Software

This review provides a consolidated overview for researchers and practitioners interested in enhancing artificial intelligence integration into requirements engineering for open-source software projects and provides guidance for future research to effectively address existing challenges and facilitate integration of AI...

Amal Alharbi, Khaled Slhoub · 0 citations
Preprint Aug 2026

More Accurate or More Efficient? Evaluating Locally Deployed Compact Open-Weight Language Models for Mathematical Reasoning

A controlled, documented procedure for evaluating locally hosted LLMs on mathematical reasoning that combines fixed inference settings, hierarchical answer extraction and verification, explicit failure-mode classification, and per-question resource measurement, and reports accuracy with paired significance tests and ef...

Orion Powers, Daniella Seum, Khaled Slhoub · 0 citations
Conference Jul 2026

Direct Transfer Learning for Cross-Project Test Case Prioritization under Cold-Start Conditions

Test Case Prioritization (TCP) aims to reorder test cases to enable earlier fault detection in Continuous Integration pipelines. Machine learning-based TCP approaches have shown promising results but require substantial historical execution data, creating a cold-start challenge for new or rapidly evolving projects. Thi...

Michael Johnson, Khaled Slhoub · 0 citations

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