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» An empirical study into class testability
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ISESE
2006
IEEE
15 years 5 months ago
Identifying domain-specific defect classes using inspections and change history
We present an iterative, reading-based methodology for analyzing defects in source code when change history is available. Our bottom-up approach can be applied to build knowledge ...
Taiga Nakamura, Lorin Hochstein, Victor R. Basili
ML
2007
ACM
153views Machine Learning» more  ML 2007»
14 years 11 months ago
Multi-Class Learning by Smoothed Boosting
AdaBoost.OC has been shown to be an effective method in boosting “weak” binary classifiers for multi-class learning. It employs the Error-Correcting Output Code (ECOC) method ...
Rong Jin, Jian Zhang 0003
WCRE
2003
IEEE
15 years 5 months ago
Predicting Maintainability with Object-Oriented Metrics - An Empirical Comparison
A large number of metrics have been proposed for measuring properties of object-oriented software such as size, inheritance, cohesion and coupling. We have been investigating whic...
Melis Dagpinar, Jens H. Jahnke
ML
2007
ACM
127views Machine Learning» more  ML 2007»
14 years 11 months ago
Density estimation with stagewise optimization of the empirical risk
We consider multivariate density estimation with identically distributed observations. We study a density estimator which is a convex combination of functions in a dictionary and ...
Jussi Klemelä
ESEM
2007
ACM
15 years 3 months ago
Static Members and Cycles in Java Software
The static modifier is a convenient way to make class members "global" in object-oriented software systems. Given this, we wondered if static members significantly contr...
Hayden Melton, Ewan D. Tempero