Matches in SemOpenAlex for { <https://semopenalex.org/work/W4244245206> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W4244245206 endingPage "97" @default.
- W4244245206 startingPage "71" @default.
- W4244245206 abstract "Software Cost Estimation (SCE) is a critical phase in software development projects. However, due to the growing complexity of the software itself, a common problem in building software cost models is that the available datasets contain lots of missing categorical data. The purpose of this chapter is to show how a framework of statistical, computational, and visualization techniques can be used to evaluate and compare the effect of missing data techniques on the accuracy of cost estimation models. Hence, the authors use five missing data techniques: Multinomial Logistic Regression, Listwise Deletion, Mean Imputation, Expectation Maximization, and Regression Imputation. The evaluation and the comparisons are conducted using Regression Error Characteristic curves, which provide visual comparison of different prediction models, and Regression Error Operating Curves, which examine predictive power of models with respect to under- or over-estimation." @default.
- W4244245206 created "2022-05-12" @default.
- W4244245206 creator A5008070273 @default.
- W4244245206 creator A5013662283 @default.
- W4244245206 creator A5081514756 @default.
- W4244245206 date "2015-01-01" @default.
- W4244245206 modified "2023-09-27" @default.
- W4244245206 title "A Framework of Statistical and Visualization Techniques for Missing Data Analysis in Software Cost Estimation" @default.
- W4244245206 cites W1522375637 @default.
- W4244245206 cites W1529672735 @default.
- W4244245206 cites W1946798454 @default.
- W4244245206 cites W1965038111 @default.
- W4244245206 cites W1967960963 @default.
- W4244245206 cites W1973144832 @default.
- W4244245206 cites W1973208640 @default.
- W4244245206 cites W1995790322 @default.
- W4244245206 cites W2001735481 @default.
- W4244245206 cites W2004471480 @default.
- W4244245206 cites W2006013622 @default.
- W4244245206 cites W2010838894 @default.
- W4244245206 cites W2031847856 @default.
- W4244245206 cites W2033564924 @default.
- W4244245206 cites W2036259709 @default.
- W4244245206 cites W2052309293 @default.
- W4244245206 cites W2058068298 @default.
- W4244245206 cites W2058128280 @default.
- W4244245206 cites W2066558815 @default.
- W4244245206 cites W2075848956 @default.
- W4244245206 cites W2089989799 @default.
- W4244245206 cites W2095778055 @default.
- W4244245206 cites W2103931564 @default.
- W4244245206 cites W2104236502 @default.
- W4244245206 cites W2114363693 @default.
- W4244245206 cites W2125791732 @default.
- W4244245206 cites W2127741023 @default.
- W4244245206 cites W2136691316 @default.
- W4244245206 cites W2156614068 @default.
- W4244245206 cites W2157542847 @default.
- W4244245206 cites W2161074247 @default.
- W4244245206 cites W2167110832 @default.
- W4244245206 cites W2318989318 @default.
- W4244245206 cites W2480680997 @default.
- W4244245206 cites W3143822685 @default.
- W4244245206 doi "https://doi.org/10.4018/978-1-4666-6359-6.ch003" @default.
- W4244245206 hasPublicationYear "2015" @default.
- W4244245206 type Work @default.
- W4244245206 citedByCount "0" @default.
- W4244245206 crossrefType "book-chapter" @default.
- W4244245206 hasAuthorship W4244245206A5008070273 @default.
- W4244245206 hasAuthorship W4244245206A5013662283 @default.
- W4244245206 hasAuthorship W4244245206A5081514756 @default.
- W4244245206 hasConcept C105795698 @default.
- W4244245206 hasConcept C117568660 @default.
- W4244245206 hasConcept C119857082 @default.
- W4244245206 hasConcept C124101348 @default.
- W4244245206 hasConcept C152877465 @default.
- W4244245206 hasConcept C199360897 @default.
- W4244245206 hasConcept C2777904410 @default.
- W4244245206 hasConcept C33923547 @default.
- W4244245206 hasConcept C36464697 @default.
- W4244245206 hasConcept C41008148 @default.
- W4244245206 hasConcept C5274069 @default.
- W4244245206 hasConcept C58041806 @default.
- W4244245206 hasConcept C9357733 @default.
- W4244245206 hasConceptScore W4244245206C105795698 @default.
- W4244245206 hasConceptScore W4244245206C117568660 @default.
- W4244245206 hasConceptScore W4244245206C119857082 @default.
- W4244245206 hasConceptScore W4244245206C124101348 @default.
- W4244245206 hasConceptScore W4244245206C152877465 @default.
- W4244245206 hasConceptScore W4244245206C199360897 @default.
- W4244245206 hasConceptScore W4244245206C2777904410 @default.
- W4244245206 hasConceptScore W4244245206C33923547 @default.
- W4244245206 hasConceptScore W4244245206C36464697 @default.
- W4244245206 hasConceptScore W4244245206C41008148 @default.
- W4244245206 hasConceptScore W4244245206C5274069 @default.
- W4244245206 hasConceptScore W4244245206C58041806 @default.
- W4244245206 hasConceptScore W4244245206C9357733 @default.
- W4244245206 hasLocation W42442452061 @default.
- W4244245206 hasOpenAccess W4244245206 @default.
- W4244245206 hasPrimaryLocation W42442452061 @default.
- W4244245206 hasRelatedWork W114992 @default.
- W4244245206 hasRelatedWork W13086504 @default.
- W4244245206 hasRelatedWork W13708127 @default.
- W4244245206 hasRelatedWork W14136858 @default.
- W4244245206 hasRelatedWork W1575975 @default.
- W4244245206 hasRelatedWork W17013719 @default.
- W4244245206 hasRelatedWork W20036176 @default.
- W4244245206 hasRelatedWork W3989876 @default.
- W4244245206 hasRelatedWork W8543873 @default.
- W4244245206 hasRelatedWork W2104954 @default.
- W4244245206 isParatext "false" @default.
- W4244245206 isRetracted "false" @default.
- W4244245206 workType "book-chapter" @default.