FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2000642745> ?p ?o ?g. }

• W2000642745 endingPage "546" @default.
• W2000642745 startingPage "506" @default.
• W2000642745 abstract "Recent studies have reported that Support Vector Regression (SVR) has the potential as a technique for software development effort estimation. However, its prediction accuracy is heavily influenced by the setting of parameters that needs to be done when employing it. No general guidelines are available to select these parameters, whose choice also depends on the characteristics of the dataset being used. This motivated the work described in (Corazza et al. 2010), extended herein. In order to automatically select suitable SVR parameters we proposed an approach based on the use of the meta-heuristics Tabu Search (TS). We designed TS to search for the parameters of both the support vector algorithm and of the employed kernel function, namely RBF. We empirically assessed the effectiveness of the approach using different types of datasets (single and cross-company datasets, Web and not Web projects) from the PROMISE repository and from the Tukutuku database. A total of 21 datasets were employed to perform a 10-fold or a leave-one-out cross-validation, depending on the size of the dataset. Several benchmarks were taken into account to assess both the effectiveness of TS to set SVR parameters and the prediction accuracy of the proposed approach with respect to widely used effort estimation techniques. The use of TS allowed us to automatically obtain suitable parameters’ choices required to run SVR. Moreover, the combination of TS and SVR significantly outperformed all the other techniques. The proposed approach represents a suitable technique for software development effort estimation." @default.
• W2000642745 created "2016-06-24" @default.
• W2000642745 creator A5000104294 @default.
• W2000642745 creator A5012165852 @default.
• W2000642745 creator A5012888719 @default.
• W2000642745 creator A5053084752 @default.
• W2000642745 creator A5064332237 @default.
• W2000642745 creator A5085558039 @default.
• W2000642745 date "2011-12-06" @default.
• W2000642745 modified "2023-10-18" @default.
• W2000642745 title "Using tabu search to configure support vector regression for effort estimation" @default.
• W2000642745 cites W1520515102 @default.
• W2000642745 cites W1563088657 @default.
• W2000642745 cites W1572899790 @default.
• W2000642745 cites W1818085238 @default.
• W2000642745 cites W1964357740 @default.
• W2000642745 cites W1973434865 @default.
• W2000642745 cites W1990537706 @default.
• W2000642745 cites W1994410397 @default.
• W2000642745 cites W1997406557 @default.
• W2000642745 cites W2006013622 @default.
• W2000642745 cites W2009332873 @default.
• W2000642745 cites W2022537368 @default.
• W2000642745 cites W2024284172 @default.
• W2000642745 cites W2025360260 @default.
• W2000642745 cites W2029867649 @default.
• W2000642745 cites W2036259709 @default.
• W2000642745 cites W2039182691 @default.
• W2000642745 cites W2043584165 @default.
• W2000642745 cites W2044088589 @default.
• W2000642745 cites W2055522016 @default.
• W2000642745 cites W2075848956 @default.
• W2000642745 cites W2088697422 @default.
• W2000642745 cites W2092528416 @default.
• W2000642745 cites W2104615423 @default.
• W2000642745 cites W2104789242 @default.
• W2000642745 cites W2106282576 @default.
• W2000642745 cites W2113199992 @default.
• W2000642745 cites W2116589581 @default.
• W2000642745 cites W2118286367 @default.
• W2000642745 cites W2124271421 @default.
• W2000642745 cites W2125791732 @default.
• W2000642745 cites W2131378644 @default.
• W2000642745 cites W2133990480 @default.
• W2000642745 cites W2143628522 @default.
• W2000642745 cites W2154732019 @default.
• W2000642745 cites W2156909104 @default.
• W2000642745 cites W2157922707 @default.
• W2000642745 cites W2158994553 @default.
• W2000642745 cites W2161074247 @default.
• W2000642745 cites W2164765430 @default.
• W2000642745 cites W2166573308 @default.
• W2000642745 cites W2396199880 @default.
• W2000642745 cites W3101749733 @default.
• W2000642745 cites W409166618 @default.
• W2000642745 cites W4212899374 @default.
• W2000642745 cites W4234731922 @default.
• W2000642745 cites W4239510810 @default.
• W2000642745 cites W4241607863 @default.
• W2000642745 cites W4252198446 @default.
• W2000642745 cites W90428020 @default.
• W2000642745 doi "https://doi.org/10.1007/s10664-011-9187-3" @default.
• W2000642745 hasPublicationYear "2011" @default.
• W2000642745 type Work @default.
• W2000642745 sameAs 2000642745 @default.
• W2000642745 citedByCount "67" @default.
• W2000642745 countsByYear W20006427452012 @default.
• W2000642745 countsByYear W20006427452013 @default.
• W2000642745 countsByYear W20006427452014 @default.
• W2000642745 countsByYear W20006427452015 @default.
• W2000642745 countsByYear W20006427452016 @default.
• W2000642745 countsByYear W20006427452017 @default.
• W2000642745 countsByYear W20006427452018 @default.
• W2000642745 countsByYear W20006427452019 @default.
• W2000642745 countsByYear W20006427452020 @default.
• W2000642745 countsByYear W20006427452021 @default.
• W2000642745 countsByYear W20006427452022 @default.
• W2000642745 countsByYear W20006427452023 @default.
• W2000642745 crossrefType "journal-article" @default.
• W2000642745 hasAuthorship W2000642745A5000104294 @default.
• W2000642745 hasAuthorship W2000642745A5012165852 @default.
• W2000642745 hasAuthorship W2000642745A5012888719 @default.
• W2000642745 hasAuthorship W2000642745A5053084752 @default.
• W2000642745 hasAuthorship W2000642745A5064332237 @default.
• W2000642745 hasAuthorship W2000642745A5085558039 @default.
• W2000642745 hasBestOaLocation W20006427451 @default.
• W2000642745 hasConcept C105795698 @default.
• W2000642745 hasConcept C111919701 @default.
• W2000642745 hasConcept C114614502 @default.
• W2000642745 hasConcept C119857082 @default.
• W2000642745 hasConcept C12267149 @default.
• W2000642745 hasConcept C123370116 @default.
• W2000642745 hasConcept C124101348 @default.
• W2000642745 hasConcept C127413603 @default.
• W2000642745 hasConcept C127705205 @default.
• W2000642745 hasConcept C154945302 @default.
• W2000642745 hasConcept C177264268 @default.
• W2000642745 hasConcept C199360897 @default.

• next