Matches in SemOpenAlex for { <https://semopenalex.org/work/W3098498502> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W3098498502 abstract "Prediction of software development efforts is one of the crucial activities in software project management. Still, search for the perfect model for software cost estimation has become most difficult task of the organisations dealing in software development. This paper presents the extended version of COCOMO, which is done with the help of two very popular methods, i.e., artificial neural networks (ANN) and fuzzy logic. Firstly, the expert judgement about model is used for validation, and overpowers the common software engineering 'black box' problem that arises widely in ANN-based solutions. Moreover, we choose the best combination of one of the three membership functions for continuous-rating values, which reduce the variance while estimating the cost of similar projects. The validation, using 93 NASA projects dataset, shows that the model significantly improves the estimation accuracy in terms of mean magnitude of relative error (MMRE) by 10.104% relative to other known estimation models." @default.
- W3098498502 created "2020-11-23" @default.
- W3098498502 creator A5039785446 @default.
- W3098498502 creator A5047169993 @default.
- W3098498502 creator A5048993540 @default.
- W3098498502 creator A5066223929 @default.
- W3098498502 date "2021-01-01" @default.
- W3098498502 modified "2023-09-23" @default.
- W3098498502 title "Extended COCOMO: robust and interpretable neuro-fuzzy modelling" @default.
- W3098498502 doi "https://doi.org/10.1504/ijcvr.2021.10033646" @default.
- W3098498502 hasPublicationYear "2021" @default.
- W3098498502 type Work @default.
- W3098498502 sameAs 3098498502 @default.
- W3098498502 citedByCount "0" @default.
- W3098498502 crossrefType "journal-article" @default.
- W3098498502 hasAuthorship W3098498502A5039785446 @default.
- W3098498502 hasAuthorship W3098498502A5047169993 @default.
- W3098498502 hasAuthorship W3098498502A5048993540 @default.
- W3098498502 hasAuthorship W3098498502A5066223929 @default.
- W3098498502 hasConcept C117447612 @default.
- W3098498502 hasConcept C119857082 @default.
- W3098498502 hasConcept C121955636 @default.
- W3098498502 hasConcept C124101348 @default.
- W3098498502 hasConcept C127413603 @default.
- W3098498502 hasConcept C144133560 @default.
- W3098498502 hasConcept C154945302 @default.
- W3098498502 hasConcept C186846655 @default.
- W3098498502 hasConcept C196083921 @default.
- W3098498502 hasConcept C199360897 @default.
- W3098498502 hasConcept C201995342 @default.
- W3098498502 hasConcept C2777904410 @default.
- W3098498502 hasConcept C41008148 @default.
- W3098498502 hasConcept C50644808 @default.
- W3098498502 hasConcept C529173508 @default.
- W3098498502 hasConcept C53238903 @default.
- W3098498502 hasConcept C58166 @default.
- W3098498502 hasConcept C82214349 @default.
- W3098498502 hasConcept C93983250 @default.
- W3098498502 hasConceptScore W3098498502C117447612 @default.
- W3098498502 hasConceptScore W3098498502C119857082 @default.
- W3098498502 hasConceptScore W3098498502C121955636 @default.
- W3098498502 hasConceptScore W3098498502C124101348 @default.
- W3098498502 hasConceptScore W3098498502C127413603 @default.
- W3098498502 hasConceptScore W3098498502C144133560 @default.
- W3098498502 hasConceptScore W3098498502C154945302 @default.
- W3098498502 hasConceptScore W3098498502C186846655 @default.
- W3098498502 hasConceptScore W3098498502C196083921 @default.
- W3098498502 hasConceptScore W3098498502C199360897 @default.
- W3098498502 hasConceptScore W3098498502C201995342 @default.
- W3098498502 hasConceptScore W3098498502C2777904410 @default.
- W3098498502 hasConceptScore W3098498502C41008148 @default.
- W3098498502 hasConceptScore W3098498502C50644808 @default.
- W3098498502 hasConceptScore W3098498502C529173508 @default.
- W3098498502 hasConceptScore W3098498502C53238903 @default.
- W3098498502 hasConceptScore W3098498502C58166 @default.
- W3098498502 hasConceptScore W3098498502C82214349 @default.
- W3098498502 hasConceptScore W3098498502C93983250 @default.
- W3098498502 hasLocation W30984985021 @default.
- W3098498502 hasOpenAccess W3098498502 @default.
- W3098498502 hasPrimaryLocation W30984985021 @default.
- W3098498502 hasRelatedWork W10159122 @default.
- W3098498502 hasRelatedWork W12251780 @default.
- W3098498502 hasRelatedWork W1295359 @default.
- W3098498502 hasRelatedWork W13357224 @default.
- W3098498502 hasRelatedWork W14311542 @default.
- W3098498502 hasRelatedWork W3040557 @default.
- W3098498502 hasRelatedWork W3370582 @default.
- W3098498502 hasRelatedWork W482721 @default.
- W3098498502 hasRelatedWork W5550706 @default.
- W3098498502 hasRelatedWork W7644393 @default.
- W3098498502 isParatext "false" @default.
- W3098498502 isRetracted "false" @default.
- W3098498502 magId "3098498502" @default.
- W3098498502 workType "article" @default.