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» Change Bursts as Defect Predictors
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ISSRE
2010
IEEE
13 years 3 months ago
Change Bursts as Defect Predictors
—In software development, every change induces a risk. What happens if code changes again and again in some period of time? In an empirical study on Windows Vista, we found that ...
Nachiappan Nagappan, Andreas Zeller, Thomas Zimmer...
ICSE
2009
IEEE-ACM
13 years 11 months ago
Predicting defects in SAP Java code: An experience report
Which components of a large software system are the most defect-prone? In a study on a large SAP Java system, we evaluated and compared a number of defect predictors, based on cod...
Tilman Holschuh, Markus Pauser, Kim Herzig, Thomas...
ICSE
2005
IEEE-ACM
14 years 4 months ago
Use of relative code churn measures to predict system defect density
Software systems evolve over time due to changes in requirements, optimization of code, fixes for security and reliability bugs etc. Code churn, which measures the changes made to...
Nachiappan Nagappan, Thomas Ball
PROMISE
2010
12 years 11 months ago
Programmer-based fault prediction
Background: Previous research has provided evidence that a combination of static code metrics and software history metrics can be used to predict with surprising success which fil...
Thomas J. Ostrand, Elaine J. Weyuker, Robert M. Be...