27 search results - page 3 / 6 » Software Defect Prediction Using Regression via Classificati... |
METRICS
2003
IEEE
15 years 2 months ago
2003
IEEE
When it is impractical to rigorously assess all parts of complex systems, test engineers use defect detectors to focus their limited resources. In this article, we define some pr...
ESEM
2008
ACM
14 years 11 months ago
2008
ACM
This paper proposes a fault-prone module prediction method that combines association rule mining with logistic regression analysis. In the proposed method, we focus on three key m...
JSS
2008
14 years 9 months ago
2008
Effective prediction of defectprone software modules can enable software developers to focus quality assurance activities and allocate effort and resources more efficiently. Supp...
ICSE
2008
IEEE-ACM
15 years 10 months ago
2008
IEEE-ACM
Static analysis tools report software defects that may or may not be detected by other verification methods. Two challenges complicating the adoption of these tools are spurious f...
BMCBI
2010
14 years 9 months ago
2010
Background: A simple classification rule with few genes and parameters is desirable when applying a classification rule to new data. One popular simple classification rule, diagon...