3 papers
cs.SE2026
MLmisFinder: A Specification and Detection Approach of Machine Learning Service Misuses
Hadil Ben Amor, Niruthiha Selvanayagam, Manel Abdellatif +2
Machine Learning (ML) cloud services, offered by leading providers such as Amazon, Google, and Microsoft, enable the integration of ML components into software systems without buil…
cs.SE2026
Self-Admitted Technical Debt in LLM Software: An Empirical Comparison with ML and Non-ML Software
Niruthiha Selvanayagam, Taher A. Ghaleb, Manel Abdellatif
Self-admitted technical debt (SATD), referring to comments flagged by developers that explicitly acknowledge suboptimal code or incomplete functionality, has received extensive att…
cs.CL2025
Multidimensional Analysis of Specific Language Impairment Using Unsupervised Learning Through PCA and Clustering
Niruthiha Selvanayagam
Specific Language Impairment (SLI) affects approximately 7 percent of children, presenting as isolated language deficits despite normal cognitive abilities, sensory systems, and su…