How Design Predicts Failures

Zusammenfassung
In an empirical study of 52 ECLIPSE plug-ins, we found that the software design as well as past failure history, can be used to build support vector machines which accurately predict failure-prone components in new programs. Our prediction only requires usage relationships between components, which are typically defined in the design phase; thus, designers can easily explore and assess design alternatives in terms of predicted quality.
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  • BibTeX
Schröter, A., Zimmermann, T. & Zeller, A., (2006). How Design Predicts Failures.   Softwaretechnik-Trends Band 26, Heft 2. Bonn: Geselllschaft für Informatik e.V..
@inproceedings{mci/Schröter2006,
author = {Schröter, Adrian AND Zimmermann, Thomas AND Zeller, Andreas},
title = {How Design Predicts Failures},
booktitle = {Softwaretechnik-Trends Band 26, Heft 2},
year = {2006},
editor = {},
publisher = {Geselllschaft für Informatik e.V.},
address = {Bonn}
}
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ISSN: 0720-8928
Datum: 2006
Sprache: en (en)
Typ: Journal Articles
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