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ISSRE
2007
IEEE
13 years 6 months ago
Data Mining Techniques for Building Fault-proneness Models in Telecom Java Software
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...
Erik Arisholm, Lionel C. Briand, Magnus Fuglerud
ISSRE
2007
IEEE
13 years 6 months ago
Using Machine Learning to Support Debugging with Tarantula
Using a specific machine learning technique, this paper proposes a way to identify suspicious statements during debugging. The technique is based on principles similar to Tarantul...
Lionel C. Briand, Yvan Labiche, Xuetao Liu
ISSRE
2007
IEEE
13 years 6 months ago
On the Impact of Injection Triggers for OS Robustness Evaluation
The traditional method of software robustness evaluation, through error injection, is for errors to be injected at reaching a specific code location. This paper studies what impa...
Andréas Johansson, Neeraj Suri, Brendan Mur...
ISSRE
2007
IEEE
13 years 6 months ago
Using In-Process Testing Metrics to Estimate Post-Release Field Quality
In industrial practice, information on the software field quality of a product is available too late in the software lifecycle to guide affordable corrective action. An important ...
Nachiappan Nagappan, Laurie Williams, Mladen A. Vo...