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 …
Recent advancements in technology have emerged the requirements of hardware and software applications. Along with this technical growth, software industries also have faced …
Context Several issues hinder software defect data including redundancy, correlation, feature irrelevance and missing samples. It is also hard to ensure balanced distribution …
T Hall, S Beecham, D Bowes, D Gray… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Background: The accurate prediction of where faults are likely to occur in code can help direct test effort, reduce costs, and improve the quality of software. Objective: We investigate …
M Jureczko, L Madeyski - … of the 6th international conference on …, 2010 - dl.acm.org
Background: This paper describes an analysis that was conducted on newly collected repository with 92 versions of 38 proprietary, open-source and academic projects. A …
Z He, F Shu, Y Yang, M Li, Q Wang - Automated Software Engineering, 2012 - Springer
Software defect prediction helps to optimize testing resources allocation by identifying defect- prone modules prior to testing. Most existing models build their prediction capability based …
KO Elish, MO Elish - Journal of Systems and Software, 2008 - Elsevier
Effective prediction of defect-prone software modules can enable software developers to focus quality assurance activities and allocate effort and resources more efficiently. Support …
J Zheng - Expert Systems with Applications, 2010 - Elsevier
Software defect predictors which classify the software modules into defect-prone and not- defect-prone classes are effective tools to maintain the high quality of software products. The …