19 search results - page 2 / 4 » Regularities in Learning Defect Predictors |
ICML
2007
IEEE
14 years 6 months ago
2007
IEEE
This paper suggests a method for multiclass learning with many classes by simultaneously learning shared characteristics common to the classes, and predictors for the classes in t...
ICSM
2008
IEEE
13 years 11 months ago
2008
IEEE
In mission critical systems, such as those developed by NASA, it is very important that the test engineers properly recognize the severity of each issue they identify during testi...
KBSE
2007
IEEE
13 years 11 months ago
2007
IEEE
Adoption of advanced automated SE (ASE) tools would be favored if a business case could be made that these tools are more valuable than alternate methods. In theory, software pred...
CVPR
2010
IEEE
13 years 6 months ago
2010
IEEE
We present a simple, fast, and effective method to detect defects on textured surfaces. Our method is unsupervised and contains no learning stage or information on the texture bei...
ICML
2009
IEEE
14 years 6 months ago
2009
IEEE
Despite popular belief, boosting algorithms and related coordinate descent methods are prone to overfitting. We derive modifications to AdaBoost and related gradient-based coordin...