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Proceedings Paper

Correlating software metrics with software defects
Author(s): Maciej Korpalski; Janusz Sosnowski
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Paper Abstract

In software development and testing an interesting issue is checking correlations of observed software defects with various product and process metrics. Such analysis is helpful in predicting potential defects and optimization of testing processes. In the paper we present results of deeper studies in this area, they involve many metrics and various prediction schemes taking into account diverse correlation parameters. Special attention is paid to the problem of selecting most significant metrics. In the prediction schemes we consider modified and non modified program objects. The presented analysis methods have been verified in an experimental investigation covering twelve open source projects, for some of them several subsequent versions have been examined. This is followed by result discussion.

Paper Details

Date Published: 1 October 2018
PDF: 11 pages
Proc. SPIE 10808, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2018, 108081P (1 October 2018); doi: 10.1117/12.2501150
Show Author Affiliations
Maciej Korpalski, Warsaw Univ. of Technology (Poland)
Janusz Sosnowski, Warsaw Univ. of Technology (Poland)


Published in SPIE Proceedings Vol. 10808:
Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2018
Ryszard S. Romaniuk; Maciej Linczuk, Editor(s)

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