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Software defect prediction with Bayesian approaches
Software defect prediction is an important area in software engineering because it helps
developers identify and fix problems before they become costly and hard-to-fix bugs. Early …
developers identify and fix problems before they become costly and hard-to-fix bugs. Early …
Class balancing approaches in dataset for software defect prediction: A systematic literature review
Defects cause a great impact on software reliability, and therefore also reduce software
quality. To address this, the area of software defect prediction has emerged. This is an area …
quality. To address this, the area of software defect prediction has emerged. This is an area …
Ensemble classifiers in software defect prediction: a systematic literature review
The Software Defect Prediction area is important in software development since it allows
anticipating possible software defects before they occur in production and affect end users. If …
anticipating possible software defects before they occur in production and affect end users. If …
Validating Unsupervised Machine Learning Techniques for Software Defect Prediction with Generic Metamorphic Testing
In the realm of software defect prediction, unsupervised models often step in when labelled
datasets are scarce, despite facing the challenge of validating models without prior …
datasets are scarce, despite facing the challenge of validating models without prior …
Software Defect Prediction using Outlier Detection Algorithm
In the dynamic landscape of software development, the pursuit of creating flawless and
efficient software is a perpetual challenge. However, the presence of software defects stands …
efficient software is a perpetual challenge. However, the presence of software defects stands …
Predicting Software Defects Using Bayesian Approaches
S King - Infotech Journal Scientific and Academic, 2021 - infotechjournal.org
In the realm of software engineering, the anticipation of software flaws holds significant
importance as it enables developers to pinpoint and rectify issues before they escalate into …
importance as it enables developers to pinpoint and rectify issues before they escalate into …