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PROMISE
2010
13 years 2 months ago
Defect cost flow model: a Bayesian network for predicting defect correction effort
Background. Software defect prediction has been one of the central topics of software engineering. Predicted defect counts have been used mainly to assess software quality and est...
Thomas Schulz, Lukasz Radlinski, Thomas Gorges, Wo...
IWPC
2008
IEEE
14 years 2 months ago
Identifying Architectural Change Patterns in Object-Oriented Systems
As an object-oriented system evolves, its architecture tends to drift away from the original design. Knowledge of how the system has changed at coarse-grained levels is key to und...
Xinyi Dong, Michael W. Godfrey
SAC
2008
ACM
13 years 6 months ago
Profile based comparative analysis for AOSE methodologies evaluation
This study focuses on the analysis and evaluation of agentoriented methodologies. Different studies have been proposed for the evaluation of agent-oriented methodologies adopting ...
Luca Cernuzzi, Franco Zambonelli
KDD
2007
ACM
151views Data Mining» more  KDD 2007»
14 years 8 months ago
Efficient mining of iterative patterns for software specification discovery
Studies have shown that program comprehension takes up to 45% of software development costs. Such high costs are caused by the lack-of documented specification and further aggrava...
Chao Liu 0001, David Lo, Siau-Cheng Khoo
ISSRE
2007
IEEE
13 years 9 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