Evolutionary Sampling and Software Quality Modeling of High-Assurance Systems

Software quality modeling for high-assurance systems, such as safety-critical systems, is adversely affected by the skewed distribution of fault-prone program modules. This sparsity of defect occurrence within the software system impedes training and performance of software quality estimation models...

Full description

Saved in:

Bibliographic Details
Published in:	IEEE transactions on systems, man and cybernetics. Part A, Systems and humans Vol. 39; no. 5; pp. 1097 - 1107
Main Authors:	Drown, D.J., Khoshgoftaar, T.M., Seliya, N.
Format:	Journal Article
Language:	English
Published:	IEEE 01.09.2009
Subjects:	Clustering algorithms Computer programs Construction Data mining Data sampling Evolutionary evolutionary computing Genetics high-assurance system imbalanced data Impedance Machine learning Machine learning algorithms Mathematical models Oversampling Sampling Sampling methods Software Software algorithms software metrics Software quality Software systems
ISSN:	1083-4427, 1558-2426
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!