13 citations · 14 across the 5 of their papers we have counts for
6 papers
Unbiasing on the Fly: Explanation-Guided Human Oversight of Machine Learning System Decisions
Hussaini Mamman, Shuib Basri, Abdullateef Balogun +3
The widespread adoption of ML systems across critical domains like hiring, finance, and healthcare raises growing concerns about their potential for discriminatory decision-making…
Cascade Generalization-based Classifiers for Software Defect Prediction
Aminat Bashir, Abdullateef Balogun, Matthew Adigun +4
The process of software defect prediction (SDP) involves predicting which software system modules or components pose the highest risk of being defective. The projections and discer…
A Novel Multidimensional Reference Model For Heterogeneous Textual Datasets Using Context, Semantic And Syntactic Clues
Ganesh Kumar, Shuib Basri, Abdullahi Abubakar Imam +3
With the advent of technology and use of latest devices, they produces voluminous data. Out of it, 80% of the data are unstructured and remaining 20% are structured and semi-struct…
Search-Based Fairness Testing: An Overview
Hussaini Mamman, Shuib Basri, Abdullateef Oluwaqbemiga Balogun +3
Artificial Intelligence (AI) has demonstrated remarkable capabilities in domains such as recruitment, finance, healthcare, and the judiciary. However, biases in AI systems raise et…
HABCSm: A Hamming Based t-way Strategy Based on Hybrid Artificial Bee Colony for Variable Strength Test Sets Generation
Ammar K Alazzawi, Helmi Md Rais, Shuib Basri +4
Search-based software engineering that involves the deployment of meta-heuristics in applicable software processes has been gaining wide attention. Recently, researchers have been…
Using an Expert Panel to Validate the Malaysian SMEs-Software Process Improvement Model (MSME-SPI)
Malek Almomani, Shuib Basri, Omar Almomani +4
This paper presents the components of a newly developed Malaysian SMEs - Software Process Improvement model (MSME-SPI) that can assess SMEs soft-ware development industry in managi…