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» An empirical study into class testability
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ISESE
2006
IEEE
14 years 3 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»
13 years 9 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
14 years 2 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»
13 years 9 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
14 years 1 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