Matches in SemOpenAlex for { <https://semopenalex.org/work/W3040557> ?p ?o ?g. }
- W3040557 endingPage "319" @default.
- W3040557 startingPage "312" @default.
- W3040557 abstract "We present an empirical investigation of the modeling techniques for identifying fault-prone software components early in the software life cycle. Using software complexity measures, the techniques build models which classify components as likely to contain faults or not. The modeling techniques applied in this study cover the main classification paradigms, including principal component analysis, discriminant analysis, logistic regression, logical classification models, layered neural networks, and holographic networks. Experimental results are obtained from 27 academic software projects. We evaluate the models with respect to four criteria: predictive validity, misclassification rate, achieved quality, and verification cost. A surprising result is that no model is able to discriminate between components with faults and components without faults." @default.
- W3040557 created "2016-06-24" @default.
- W3040557 creator A5015056117 @default.
- W3040557 creator A5052113489 @default.
- W3040557 creator A5072863196 @default.
- W3040557 date "1995-01-01" @default.
- W3040557 modified "2023-09-23" @default.
- W3040557 title "Comparing models for identifying fault-prone software components" @default.
- W3040557 cites W10014481 @default.
- W3040557 cites W103650626 @default.
- W3040557 cites W1504694836 @default.
- W3040557 cites W1505648523 @default.
- W3040557 cites W1564054629 @default.
- W3040557 cites W1885404547 @default.
- W3040557 cites W1964962870 @default.
- W3040557 cites W2002374079 @default.
- W3040557 cites W2013940063 @default.
- W3040557 cites W2025043404 @default.
- W3040557 cites W2029520384 @default.
- W3040557 cites W2045891420 @default.
- W3040557 cites W2052263769 @default.
- W3040557 cites W2066459581 @default.
- W3040557 cites W2075755635 @default.
- W3040557 cites W2110621571 @default.
- W3040557 cites W2111562224 @default.
- W3040557 cites W2123127356 @default.
- W3040557 cites W2125055259 @default.
- W3040557 cites W2133711389 @default.
- W3040557 cites W2133888369 @default.
- W3040557 cites W2135093973 @default.
- W3040557 cites W2136498194 @default.
- W3040557 cites W2139853439 @default.
- W3040557 cites W2142600742 @default.
- W3040557 cites W2149657640 @default.
- W3040557 cites W2149706766 @default.
- W3040557 cites W2157779650 @default.
- W3040557 cites W2259683205 @default.
- W3040557 cites W2296144464 @default.
- W3040557 cites W2766736793 @default.
- W3040557 hasPublicationYear "1995" @default.
- W3040557 type Work @default.
- W3040557 sameAs 3040557 @default.
- W3040557 citedByCount "32" @default.
- W3040557 countsByYear W30405572012 @default.
- W3040557 countsByYear W30405572013 @default.
- W3040557 countsByYear W30405572014 @default.
- W3040557 countsByYear W30405572015 @default.
- W3040557 countsByYear W30405572017 @default.
- W3040557 countsByYear W30405572019 @default.
- W3040557 countsByYear W30405572020 @default.
- W3040557 crossrefType "proceedings-article" @default.
- W3040557 hasAuthorship W3040557A5015056117 @default.
- W3040557 hasAuthorship W3040557A5052113489 @default.
- W3040557 hasAuthorship W3040557A5072863196 @default.
- W3040557 hasConcept C117447612 @default.
- W3040557 hasConcept C119857082 @default.
- W3040557 hasConcept C124101348 @default.
- W3040557 hasConcept C127413603 @default.
- W3040557 hasConcept C152745839 @default.
- W3040557 hasConcept C154945302 @default.
- W3040557 hasConcept C172707124 @default.
- W3040557 hasConcept C199360897 @default.
- W3040557 hasConcept C200601418 @default.
- W3040557 hasConcept C27438332 @default.
- W3040557 hasConcept C2777904410 @default.
- W3040557 hasConcept C41008148 @default.
- W3040557 hasConcept C50644808 @default.
- W3040557 hasConcept C529173508 @default.
- W3040557 hasConceptScore W3040557C117447612 @default.
- W3040557 hasConceptScore W3040557C119857082 @default.
- W3040557 hasConceptScore W3040557C124101348 @default.
- W3040557 hasConceptScore W3040557C127413603 @default.
- W3040557 hasConceptScore W3040557C152745839 @default.
- W3040557 hasConceptScore W3040557C154945302 @default.
- W3040557 hasConceptScore W3040557C172707124 @default.
- W3040557 hasConceptScore W3040557C199360897 @default.
- W3040557 hasConceptScore W3040557C200601418 @default.
- W3040557 hasConceptScore W3040557C27438332 @default.
- W3040557 hasConceptScore W3040557C2777904410 @default.
- W3040557 hasConceptScore W3040557C41008148 @default.
- W3040557 hasConceptScore W3040557C50644808 @default.
- W3040557 hasConceptScore W3040557C529173508 @default.
- W3040557 hasLocation W30405571 @default.
- W3040557 hasOpenAccess W3040557 @default.
- W3040557 hasPrimaryLocation W30405571 @default.
- W3040557 hasRelatedWork W1505648523 @default.
- W3040557 hasRelatedWork W1840884391 @default.
- W3040557 hasRelatedWork W1964062576 @default.
- W3040557 hasRelatedWork W1964962870 @default.
- W3040557 hasRelatedWork W1970789984 @default.
- W3040557 hasRelatedWork W1983030745 @default.
- W3040557 hasRelatedWork W2057780988 @default.
- W3040557 hasRelatedWork W2066325414 @default.
- W3040557 hasRelatedWork W2101728371 @default.
- W3040557 hasRelatedWork W2104124430 @default.
- W3040557 hasRelatedWork W2116173875 @default.
- W3040557 hasRelatedWork W2123127356 @default.
- W3040557 hasRelatedWork W2132785406 @default.