Analysis of feature selection methods in software defect prediction models

M Ali, T Mazhar, T Shahzad, YY Ghadi… - IEEE …, 2023 - ieeexplore.ieee.org
Improving software quality by proactively detecting potential defects during development is a
major goal of software engineering. Software defect prediction plays a central role in …

Enhancing software defect prediction: a framework with improved feature selection and ensemble machine learning

M Ali, T Mazhar, A Al-Rasheed, T Shahzad… - PeerJ Computer …, 2024 - peerj.com
Effective software defect prediction is a crucial aspect of software quality assurance,
enabling the identification of defective modules before the testing phase. This study aims to …

Software Defect Prediction Using an Intelligent Ensemble-Based Model

M Ali, T Mazhar, Y Arif, S Al-Otaibi, YY Ghadi… - IEEE …, 2024 - ieeexplore.ieee.org
Software defect prediction plays a crucial role in enhancing software quality while achieving
cost savings in testing. Its primary objective is to identify and send only defective modules to …

Experiments on software error prediction using Decision Tree and Random Forest algorithms

I Bluemke, P Borsukiewicz - 2023 18th Conference on …, 2023 - ieeexplore.ieee.org
Machine learning algorithms are widely used in the assessment of error-proneness in
software. We conducted several experiments with error prediction on public PROMISE …

Teste de software com IA: um mapeamento sistemático da literatura

JC DIAS - 2023 - repositorio.ufpe.br
As técnicas de teste de software são essenciais para detectar falhas e mitigar os riscos
associados ao desenvolvimento de software. Esse processo fica ainda mais eficiente com o …

[PDF][PDF] Teste de Software com IA: Um Mapeamento Sistemático da Literatura

J da Costa Dias - 2023 - cin.ufpe.br
As técnicas de teste de software são essenciais para detectar falhas e mitigar os riscos
associados ao desenvolvimento de software. Esse processo fica ainda mais eficiente com o …

Prediksi cacat perangkat lunak menggunakan algoritma max-min ant system dan teknik bagging

MD Irfan - repository.uinjkt.ac.id
Prediksi cacat perangkat lunak adalah cara untuk meningkatkan efisiensi waktu dan biaya
pengujian perangkat lunak dengan berfokus menemukan modul yang rusak dalam …