A review on fault detection and diagnosis techniques: basics and beyond
Safety and reliability are absolutely important for modern sophisticated systems and
technologies. Therefore, malfunction monitoring capabilities are instilled in the system for …
technologies. Therefore, malfunction monitoring capabilities are instilled in the system for …
Machine learning based methods for software fault prediction: A survey
SK Pandey, RB Mishra, AK Tripathi - Expert Systems with Applications, 2021 - Elsevier
Several prediction approaches are contained in the arena of software engineering such as
prediction of effort, security, quality, fault, cost, and re-usability. All these prediction …
prediction of effort, security, quality, fault, cost, and re-usability. All these prediction …
Survey on software defect prediction techniques
Recent advancements in technology have emerged the requirements of hardware and
software applications. Along with this technical growth, software industries also have faced …
software applications. Along with this technical growth, software industries also have faced …
Software defects prediction by metaheuristics tuned extreme gradient boosting and analysis based on shapley additive explanations
Software testing represents a crucial component of software development, and it is usually
making the difference between successful and failed projects. Although it is extremely …
making the difference between successful and failed projects. Although it is extremely …
[HTML][HTML] Multiple-classifiers in software quality engineering: Combining predictors to improve software fault prediction ability
Software development projects require a critical and costly testing phase to investigate
efficiency of the resultant product. As the size and complexity of project increases, manual …
efficiency of the resultant product. As the size and complexity of project increases, manual …
A combined negative selection algorithm–particle swarm optimization for an email spam detection system
Email is a convenient means of communication throughout the entire world today. The
increased popularity of email spam in both text and images requires a real-time protection …
increased popularity of email spam in both text and images requires a real-time protection …
An enhanced evolutionary software defect prediction method using island moth flame optimization
Software defect prediction (SDP) is crucial in the early stages of defect-free software
development before testing operations take place. Effective SDP can help test managers …
development before testing operations take place. Effective SDP can help test managers …
An empirical study based on semi-supervised hybrid self-organizing map for software fault prediction
Software testing is a crucial task during software development process with the potential to
save time and budget by recognizing defects as early as possible and delivering a more …
save time and budget by recognizing defects as early as possible and delivering a more …
Feature selection using firefly algorithm in software defect prediction
M Anbu, GS Anandha Mala - Cluster Computing, 2019 - Springer
Defects occurring in software product are a universal event. Prevention of these defects in
the early stage needs more attention because early stage prevention and fixing requires …
the early stage needs more attention because early stage prevention and fixing requires …
Analysis and modeling conditional mutual dependency of metrics in software defect prediction using latent variables
NS Harzevili, SH Alizadeh - Neurocomputing, 2021 - Elsevier
Software defect prediction constitutes an important discipline in software development life-
cycle. Among the techniques employed in this domain, Naive Bayes (NB) classifier is cited …
cycle. Among the techniques employed in this domain, Naive Bayes (NB) classifier is cited …