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TSE
2008
148views more  TSE 2008»
14 years 9 months ago
Benchmarking Classification Models for Software Defect Prediction: A Proposed Framework and Novel Findings
Software defect prediction strives to improve software quality and testing efficiency by constructing predictive classification models from code attributes to enable a timely ident...
Stefan Lessmann, Bart Baesens, Christophe Mues, Sw...
EUROMICRO
2009
IEEE
15 years 1 months ago
Service Redundancy Strategies in Service-Oriented Architectures
Redundancy can improve the availability of components in service-oriented systems. However, predicting and quantifying the effects of different redundancy strategies can be a comp...
Nicholas R. May, Heinz W. Schmidt, Ian E. Thomas
CCS
2007
ACM
15 years 4 months ago
Predicting vulnerable software components
Where do most vulnerabilities occur in software? Our Vulture tool automatically mines existing vulnerability databases and version archives to map past vulnerabilities to componen...
Stephan Neuhaus, Thomas Zimmermann, Christian Holl...
DSS
2008
84views more  DSS 2008»
14 years 9 months ago
Human decision-making behavior and modeling effects
Previous research indicates that the human decision-making process is somewhat nonlinear and that nonlinear models would be more suitable than linear models for developing advance...
Choong Nyoung Kim, Kyung Hoon Yang, Jaekyung Kim
ESE
2006
154views Database» more  ESE 2006»
14 years 9 months ago
Prioritizing JUnit Test Cases: An Empirical Assessment and Cost-Benefits Analysis
Test case prioritization provides a way to run test cases with the highest priority earliest. Numerous empirical studies have shown that prioritization can improve a test suite�...
Hyunsook Do, Gregg Rothermel, Alex Kinneer