The role of process in early software defect prediction: Methods, attributes and metrics

R Ozakinci, A Tarhan - … 16th International Conference, SPICE 2016, Dublin …, 2016 - Springer
Software quality is the set of inherent characteristics that are built into a software product
throughout software development process. An important indicator of software quality is the …

[图书][B] An exploration of challenges limiting pragmatic software defect prediction

E Shihab - 2012 - search.proquest.com
Software systems continue to play an increasingly important role in our daily lives, making
the quality of software systems an extremely important issue. Therefore, a significant amount …

Software quality modeling using metrics of early artifacts

C Kumar, DK Yadav - 2013 - IET
Software industries require reliability prediction for quality evaluation and resource planning.
In early phase of software development, failure data is not accessible to conclude the …

A framework for defect prediction in specific software project contexts

D Wahyudin, R Ramler, S Biffl - … Engineering Techniques: Third IFIP TC 2 …, 2011 - Springer
Software defect prediction has drawn the attention of many researchers in empirical software
engineering and software maintenance due to its importance in providing quality estimates …

[HTML][HTML] Empirical study of software defect prediction: a systematic mapping

LH Son, N Pritam, M Khari, R Kumar, PTM Phuong… - Symmetry, 2019 - mdpi.com
Software defect prediction has been one of the key areas of exploration in the domain of
software quality. In this paper, we perform a systematic mapping to analyze all the software …

Progress on approaches to software defect prediction

Z Li, XY Jing, X Zhu - Iet Software, 2018 - Wiley Online Library
Software defect prediction is one of the most popular research topics in software
engineering. It aims to predict defect‐prone software modules before defects are discovered …

A decision analysis approach for selecting software defect prediction method in the early phases

R Özakıncı, A Kolukısa Tarhan - Software Quality Journal, 2023 - Springer
One of the most important quality indicators of a software product is its defect rates. In this
regard and also with the proliferation in methods and tools supporting prediction in software …

Software defect prediction: future directions and challenges

Z Li, J Niu, XY Jing - Automated Software Engineering, 2024 - Springer
Software defect prediction is one of the most popular research topics in software
engineering. The objective of defect prediction is to identify defective instances prior to the …

[PDF][PDF] A systematic literature review of software defect prediction

RS Wahono - Journal of software engineering, 2015 - romisatriawahono.net
Recent studies of software defect prediction typically produce datasets, methods and
frameworks which allow software engineers to focus on development activities in terms of …

The tragedy of defect prediction, prince of empirical software engineering research

M Lanza, A Mocci, L Ponzanelli - IEEE Software, 2016 - ieeexplore.ieee.org
If measured by the number of published papers, defect prediction has become an important
research field over the past decade, with many researchers continuously proposing novel …