Matches in SemOpenAlex for { <https://semopenalex.org/work/W2507665469> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2507665469 endingPage "1033" @default.
- W2507665469 startingPage "1020" @default.
- W2507665469 abstract "In this study, we consider a software fault prediction task that can assist a developer during the lifetime of a project. We aim to improve the performance of software fault prediction task while keeping it as applicable. Initial predictions are constructed by Fuzzy Inference Systems (FISs), whereas subsequent predictions are performed by data-driven methods. In this paper, an Artificial Neural Network and Adaptive Neuro Fuzzy Inference System are employed. We propose an iterative prediction model that begins with a FIS when no data are available for the software project and continues with a data-driven method when adequate data become available. To prove the usability of this iterative prediction approach, software fault prediction experiments are performed using expert knowledge for the initial version and information about previous versions for subsequent versions. The datasets employed in this paper comprise different versions of Ant, jEdit, Camel, Xalan, Log4j and Lucene projects from the PROMISE repository. The metrics of the models are common object-oriented metrics, such as coupling between objects, weighted methods per class and response for a class. The results of the models are evaluated according to the receiver operating characteristics with the area under the curve approach. The results indicate that the iterative software fault prediction is successful and can be transformed into a tool that can automatically locate fault-prone modules due to its well-organized information flow. We also implement the proposed methodology as a plugin for the Eclipse environment." @default.
- W2507665469 created "2016-09-16" @default.
- W2507665469 creator A5081197450 @default.
- W2507665469 creator A5087050752 @default.
- W2507665469 date "2016-12-01" @default.
- W2507665469 modified "2023-10-18" @default.
- W2507665469 title "Iterative software fault prediction with a hybrid approach" @default.
- W2507665469 cites W1970789984 @default.
- W2507665469 cites W1973507704 @default.
- W2507665469 cites W1980395498 @default.
- W2507665469 cites W1992176519 @default.
- W2507665469 cites W1997659744 @default.
- W2507665469 cites W2017439596 @default.
- W2507665469 cites W2019207321 @default.
- W2507665469 cites W2021688474 @default.
- W2507665469 cites W2025914996 @default.
- W2507665469 cites W2034445489 @default.
- W2507665469 cites W2048456683 @default.
- W2507665469 cites W2050496630 @default.
- W2507665469 cites W2052229651 @default.
- W2507665469 cites W2057780988 @default.
- W2507665469 cites W2059405626 @default.
- W2507665469 cites W2074805796 @default.
- W2507665469 cites W2078870738 @default.
- W2507665469 cites W2081025867 @default.
- W2507665469 cites W2081345111 @default.
- W2507665469 cites W2083971713 @default.
- W2507665469 cites W2084085041 @default.
- W2507665469 cites W2085832095 @default.
- W2507665469 cites W2094764356 @default.
- W2507665469 cites W2129845137 @default.
- W2507665469 cites W2135641621 @default.
- W2507665469 cites W2151666086 @default.
- W2507665469 cites W2155140680 @default.
- W2507665469 cites W2158864412 @default.
- W2507665469 cites W2160988203 @default.
- W2507665469 cites W2293172679 @default.
- W2507665469 cites W3141989311 @default.
- W2507665469 cites W4211007335 @default.
- W2507665469 doi "https://doi.org/10.1016/j.asoc.2016.08.025" @default.
- W2507665469 hasPublicationYear "2016" @default.
- W2507665469 type Work @default.
- W2507665469 sameAs 2507665469 @default.
- W2507665469 citedByCount "41" @default.
- W2507665469 countsByYear W25076654692017 @default.
- W2507665469 countsByYear W25076654692018 @default.
- W2507665469 countsByYear W25076654692019 @default.
- W2507665469 countsByYear W25076654692020 @default.
- W2507665469 countsByYear W25076654692021 @default.
- W2507665469 countsByYear W25076654692022 @default.
- W2507665469 countsByYear W25076654692023 @default.
- W2507665469 crossrefType "journal-article" @default.
- W2507665469 hasAuthorship W2507665469A5081197450 @default.
- W2507665469 hasAuthorship W2507665469A5087050752 @default.
- W2507665469 hasConcept C119857082 @default.
- W2507665469 hasConcept C124101348 @default.
- W2507665469 hasConcept C127313418 @default.
- W2507665469 hasConcept C149091818 @default.
- W2507665469 hasConcept C154945302 @default.
- W2507665469 hasConcept C162324750 @default.
- W2507665469 hasConcept C165205528 @default.
- W2507665469 hasConcept C175551986 @default.
- W2507665469 hasConcept C187736073 @default.
- W2507665469 hasConcept C199360897 @default.
- W2507665469 hasConcept C2777904410 @default.
- W2507665469 hasConcept C2780451532 @default.
- W2507665469 hasConcept C41008148 @default.
- W2507665469 hasConceptScore W2507665469C119857082 @default.
- W2507665469 hasConceptScore W2507665469C124101348 @default.
- W2507665469 hasConceptScore W2507665469C127313418 @default.
- W2507665469 hasConceptScore W2507665469C149091818 @default.
- W2507665469 hasConceptScore W2507665469C154945302 @default.
- W2507665469 hasConceptScore W2507665469C162324750 @default.
- W2507665469 hasConceptScore W2507665469C165205528 @default.
- W2507665469 hasConceptScore W2507665469C175551986 @default.
- W2507665469 hasConceptScore W2507665469C187736073 @default.
- W2507665469 hasConceptScore W2507665469C199360897 @default.
- W2507665469 hasConceptScore W2507665469C2777904410 @default.
- W2507665469 hasConceptScore W2507665469C2780451532 @default.
- W2507665469 hasConceptScore W2507665469C41008148 @default.
- W2507665469 hasLocation W25076654691 @default.
- W2507665469 hasOpenAccess W2507665469 @default.
- W2507665469 hasPrimaryLocation W25076654691 @default.
- W2507665469 hasRelatedWork W2081647779 @default.
- W2507665469 hasRelatedWork W2961085424 @default.
- W2507665469 hasRelatedWork W3046775127 @default.
- W2507665469 hasRelatedWork W3170094116 @default.
- W2507665469 hasRelatedWork W4205958290 @default.
- W2507665469 hasRelatedWork W4285260836 @default.
- W2507665469 hasRelatedWork W4286629047 @default.
- W2507665469 hasRelatedWork W4306321456 @default.
- W2507665469 hasRelatedWork W4306674287 @default.
- W2507665469 hasRelatedWork W4224009465 @default.
- W2507665469 hasVolume "49" @default.
- W2507665469 isParatext "false" @default.
- W2507665469 isRetracted "false" @default.
- W2507665469 magId "2507665469" @default.
- W2507665469 workType "article" @default.