13 search results - page 1 / 3 » Data Mining Techniques for Building Fault-proneness Models i... |
ISSRE
2007
IEEE
14 years 21 days ago
2007
IEEE
This paper describes a study performed in an industrial setting that attempts to build predictive models to identify parts of a Java system with a high probability of fault. The s...
TSE
2002
13 years 10 months ago
2002
A number of papers have investigated the relationships between design metrics and the detection of faults in object-oriented software. Several of these studies have shown that suc...
FLAIRS
2008
14 years 1 months ago
2008
Building useful classification models can be a challenging endeavor, especially when training data is imbalanced. Class imbalance presents a problem when traditional classificatio...
SIGSOFT
2007
ACM
14 years 12 months ago
2007
ACM
The fault-prone module detection in source code is of importance for assurance of software quality. Most of previous fault-prone detection approaches are based on software metrics...
ESEM
2009
ACM
14 years 5 months ago
2009
ACM
Over the last 25+ years, the software community has been searching for the best models for estimating variables of interest (e.g., cost, defects, and fault proneness). However, li...