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ISSRE
2007
IEEE
13 years 10 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 10 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 10 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 10 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...