FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2934805581> ?p ?o ?g. }

• W2934805581 endingPage "87" @default.
• W2934805581 startingPage "82" @default.
• W2934805581 abstract "The maintenance of software-intensive systems (SISs) must be undertaken to correct faults, improve the design, implement enhancements, adapt programmes such that different hardware, software, system features, and telecommunications facilities can be used, as well as to migrate legacy software. A lack of planning has been identified as one explanation for late and over budget software projects. An activity of planning is effort prediction. The goal of this study is to propose the application of a stochastic gradient boosting (SGB) model for predicting the SIS maintenance effort. We compare the SGB prediction accuracy with those obtained with statistical regression, neural network, support vector regression, decision trees, and association rules. We trained and tested the models with five SIS data sets selected from the International Software Benchmarking Standards Group Release 11. The SGB prediction accuracy was statistically better than the mentioned five models in the two larger data sets. We can conclude that a SGB can be applied to predict the maintenance effort of SISs coded in languages of the third generation and developed on either mainframes or multi-platform. The predicted effort corresponds to the aggregate of efforts obtained from the project team, project management, and project administration." @default.
• W2934805581 created "2019-04-11" @default.
• W2934805581 creator A5017937150 @default.
• W2934805581 creator A5018662615 @default.
• W2934805581 creator A5030200514 @default.
• W2934805581 date "2020-04-01" @default.
• W2934805581 modified "2023-10-13" @default.
• W2934805581 title "Stochastic gradient boosting for predicting the maintenance effort of software‐intensive systems" @default.
• W2934805581 cites W1528031204 @default.
• W2934805581 cites W1603052457 @default.
• W2934805581 cites W1678356000 @default.
• W2934805581 cites W169183949 @default.
• W2934805581 cites W1964570755 @default.
• W2934805581 cites W1965881061 @default.
• W2934805581 cites W1982160761 @default.
• W2934805581 cites W1982277552 @default.
• W2934805581 cites W1997784518 @default.
• W2934805581 cites W2022375707 @default.
• W2934805581 cites W2023661243 @default.
• W2934805581 cites W2024188017 @default.
• W2934805581 cites W2036259709 @default.
• W2934805581 cites W2055675855 @default.
• W2934805581 cites W2058549730 @default.
• W2934805581 cites W2070493638 @default.
• W2934805581 cites W2083714852 @default.
• W2934805581 cites W2089920634 @default.
• W2934805581 cites W2103296684 @default.
• W2934805581 cites W2106100548 @default.
• W2934805581 cites W2128741343 @default.
• W2934805581 cites W2134176539 @default.
• W2934805581 cites W2144745327 @default.
• W2934805581 cites W2146651617 @default.
• W2934805581 cites W2162451880 @default.
• W2934805581 cites W2509487919 @default.
• W2934805581 cites W2738381341 @default.
• W2934805581 cites W2744565623 @default.
• W2934805581 cites W2783794442 @default.
• W2934805581 cites W2889151007 @default.
• W2934805581 cites W4212883601 @default.
• W2934805581 cites W4251476925 @default.
• W2934805581 doi "https://doi.org/10.1049/iet-sen.2018.5332" @default.
• W2934805581 hasPublicationYear "2020" @default.
• W2934805581 type Work @default.
• W2934805581 sameAs 2934805581 @default.
• W2934805581 citedByCount "7" @default.
• W2934805581 countsByYear W29348055812020 @default.
• W2934805581 countsByYear W29348055812021 @default.
• W2934805581 countsByYear W29348055812022 @default.
• W2934805581 countsByYear W29348055812023 @default.
• W2934805581 crossrefType "journal-article" @default.
• W2934805581 hasAuthorship W2934805581A5017937150 @default.
• W2934805581 hasAuthorship W2934805581A5018662615 @default.
• W2934805581 hasAuthorship W2934805581A5030200514 @default.
• W2934805581 hasBestOaLocation W29348055811 @default.
• W2934805581 hasConcept C101317890 @default.
• W2934805581 hasConcept C115903868 @default.
• W2934805581 hasConcept C119857082 @default.
• W2934805581 hasConcept C124101348 @default.
• W2934805581 hasConcept C144133560 @default.
• W2934805581 hasConcept C149091818 @default.
• W2934805581 hasConcept C154945302 @default.
• W2934805581 hasConcept C162853370 @default.
• W2934805581 hasConcept C169258074 @default.
• W2934805581 hasConcept C186846655 @default.
• W2934805581 hasConcept C199360897 @default.
• W2934805581 hasConcept C2777904410 @default.
• W2934805581 hasConcept C40919944 @default.
• W2934805581 hasConcept C41008148 @default.
• W2934805581 hasConcept C46686674 @default.
• W2934805581 hasConcept C50644808 @default.
• W2934805581 hasConcept C70153297 @default.
• W2934805581 hasConcept C86251818 @default.
• W2934805581 hasConceptScore W2934805581C101317890 @default.
• W2934805581 hasConceptScore W2934805581C115903868 @default.
• W2934805581 hasConceptScore W2934805581C119857082 @default.
• W2934805581 hasConceptScore W2934805581C124101348 @default.
• W2934805581 hasConceptScore W2934805581C144133560 @default.
• W2934805581 hasConceptScore W2934805581C149091818 @default.
• W2934805581 hasConceptScore W2934805581C154945302 @default.
• W2934805581 hasConceptScore W2934805581C162853370 @default.
• W2934805581 hasConceptScore W2934805581C169258074 @default.
• W2934805581 hasConceptScore W2934805581C186846655 @default.
• W2934805581 hasConceptScore W2934805581C199360897 @default.
• W2934805581 hasConceptScore W2934805581C2777904410 @default.
• W2934805581 hasConceptScore W2934805581C40919944 @default.
• W2934805581 hasConceptScore W2934805581C41008148 @default.
• W2934805581 hasConceptScore W2934805581C46686674 @default.
• W2934805581 hasConceptScore W2934805581C50644808 @default.
• W2934805581 hasConceptScore W2934805581C70153297 @default.
• W2934805581 hasConceptScore W2934805581C86251818 @default.
• W2934805581 hasIssue "2" @default.
• W2934805581 hasLocation W29348055811 @default.
• W2934805581 hasOpenAccess W2934805581 @default.
• W2934805581 hasPrimaryLocation W29348055811 @default.
• W2934805581 hasRelatedWork W1968832299 @default.
• W2934805581 hasRelatedWork W1979006554 @default.
• W2934805581 hasRelatedWork W2766514146 @default.
• W2934805581 hasRelatedWork W3121465733 @default.

• next