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 …

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 probabilistic model for software defect prediction

N Fenton, P Krause, M Neil - IEEE Transactions on Software Engineering, 2001 - Citeseer
Although a number of approaches have been taken to quality prediction for software, none
have achieved widespread applicability. Our aim here is to produce a single model to …

[HTML][HTML] Defect prediction leads to high quality product

N Azeem, S Usmani - Journal of Software Engineering and Applications, 2011 - scirp.org
Defect prediction is relatively a new research area of software quality assurance. A project
team always aims to produce a quality product with zero or few defects. Quality of a product …

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 …

[PDF][PDF] Survey on software defect prediction

J Nam - Department of Compter Science and Engineerning …, 2014 - Citeseer
Software defect prediction is one of the most active research areas in software engineering.
Defect prediction results provide the list of defect-prone source code artifacts so that quality …

Key questions in building defect prediction models in practice

R Ramler, K Wolfmaier, E Stauder, F Kossak… - … , PROFES 2009, Oulu …, 2009 - Springer
The information about which modules of a future version of a software system are defect-
prone is a valuable planning aid for quality managers and testers. Defect prediction …

[PDF][PDF] How good is the software: a review of defect prediction techniques

B Clark, D Zubrow - Software Engineering Symposium …, 2001 - resources.sei.cmu.edu
How Good Is the Software: A Review of Defect Prediction Techniques Page 1 Sponsored by the
US Department of Defense © 2001 by Carnegie Mellon University Version 1.0 A Review of …

Researcher bias: The use of machine learning in software defect prediction

M Shepperd, D Bowes, T Hall - IEEE Transactions on Software …, 2014 - ieeexplore.ieee.org
Background. The ability to predict defect-prone software components would be valuable.
Consequently, there have been many empirical studies to evaluate the performance 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 …