Combining and adapting software quality predictive models by genetic algorithms

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dc.contributor.author Azar, D.
dc.contributor.author Precup, D.
dc.contributor.author Boukif, S.
dc.contributor.author Kegl, B.
dc.contributor.author Sahraoui, H.
dc.date.accessioned 2017-03-15T09:46:39Z
dc.date.available 2017-03-15T09:46:39Z
dc.identifier.uri http://hdl.handle.net/10725/5371
dc.description.abstract The goal of quality models is to predict a quality factor starting from a set of direct measures. Selecting an appropriate quality model for a particular software is a difficult, non-trivial decision. In this paper, we propose an approach to combine and/or adapt existing models (experts) in such way that the combined/adapted model works well on the particular system. Test results indicate that the models perform significantly better than individual experts in the pool. en_US
dc.language.iso en en_US
dc.publisher IEEE en_US
dc.title Combining and adapting software quality predictive models by genetic algorithms en_US
dc.type Conference Paper / Proceeding en_US
dc.author.school SAS en_US
dc.author.idnumber 1988332240 en_US
dc.author.department Computer Science and Mathematics en_US
dc.description.embargo N/A en_US
dc.keywords Software quality en_US
dc.keywords Predictive models en_US
dc.keywords Genetic algorithms en_US
dc.keywords Computer science en_US
dc.keywords Q factor en_US
dc.keywords Testing en_US
dc.keywords Software engineering en_US
dc.keywords Performance evaluation en_US
dc.keywords Decision trees en_US
dc.keywords Classification tree analysis en_US
dc.identifier.doi http://dx.doi.org/10.1109/ASE.2002.1115031 en_US
dc.identifier.ctation Azar, D., Precup, D., Bouktif, S., Kégl, B., & Sahraoui, H. (2002). Combining and adapting software quality predictive models by genetic algorithms. In Automated Software Engineering, 2002. Proceedings. ASE 2002. 17th IEEE International Conference on (pp. 285-288). IEEE. en_US
dc.author.email danielle.azar@lau.edu.lb en_US
dc.conference.date 23-27 Sept. 2002 en_US
dc.conference.pages 1-4 en_US
dc.conference.place Edinburgh, UK en_US
dc.conference.title 17th IEEE International Conference on Automated Software Engineering en_US
dc.identifier.tou http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php en_US
dc.identifier.url http://ieeexplore.ieee.org/abstract/document/1115031/ en_US
dc.author.affiliation Lebanese American University en_US

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