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» Predicting defects with program dependencies
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ESEM
2009
ACM
14 years 2 months ago
Predicting defects with program dependencies
Software development is a complex and error-prone task. An important factor during the development of complex systems is the understanding of the dependencies that exist between d...
Thomas Zimmermann, Nachiappan Nagappan
ICSE
2008
IEEE-ACM
14 years 8 months ago
Predicting defects using network analysis on dependency graphs
In software development, resources for quality assurance are limited by time and by cost. In order to allocate resources effectively, managers need to rely on their experience bac...
Thomas Zimmermann, Nachiappan Nagappan
ASPLOS
2009
ACM
14 years 8 months ago
Anomaly-based bug prediction, isolation, and validation: an automated approach for software debugging
Software defects, commonly known as bugs, present a serious challenge for system reliability and dependability. Once a program failure is observed, the debugging activities to loc...
Martin Dimitrov, Huiyang Zhou
AMOST
2005
ACM
13 years 9 months ago
Early estimation of defect density using an in-process Haskell metrics model
Early estimation of defect density of a product is an important step towards the remediation of the problem associated with affordably guiding corrective actions in the software d...
Mark Sherriff, Nachiappan Nagappan, Laurie A. Will...
ICSM
2008
IEEE
14 years 2 months ago
Supporting software evolution analysis with historical dependencies and defect information
More than 90% of the cost of software is due to maintenance and evolution. Understanding the evolution of large software systems is a complex problem, which requires the use of va...
Marco D'Ambros