FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1527723029> ?p ?o ?g. }

• W1527723029 abstract "The objective of this paper is to investigate the use of Support Vector Regression (SVR) for Web development effort estimation when using a cross-company data set. Four kernels of SVR were used, linear, polynomial, Gaussian and sigmoid and two preprocessing strategies of the variables were applied, namely normalization and logarithmic. The hold-out validation process was carried out for all the eight configurations using a training set and a validation set from the Tukutuku data set. Our results suggest that the predictions obtained with linear kernel applying a logarithmic transformation of variables (LinLog) are significantly better than those obtained with the other configurations. In addition, SVR has been compared with the traditional estimation techniques, such as Manual StepWise Regression, Case-Based Reasoning, and Bayesian Networks. Our results suggest that SVR with LinLog configuration can provide significantly superior prediction accuracy than other techniques." @default.
• W1527723029 created "2016-06-24" @default.
• W1527723029 creator A5000104294 @default.
• W1527723029 creator A5012888719 @default.
• W1527723029 creator A5053084752 @default.
• W1527723029 creator A5064332237 @default.
• W1527723029 creator A5085558039 @default.
• W1527723029 date "2009-01-01" @default.
• W1527723029 modified "2023-09-25" @default.
• W1527723029 title "Using Support Vector Regression for Web Development Effort Estimation" @default.
• W1527723029 cites W165207608 @default.
• W1527723029 cites W1964357740 @default.
• W1527723029 cites W1986033379 @default.
• W1527723029 cites W1997176763 @default.
• W1527723029 cites W1997406557 @default.
• W1527723029 cites W2003896859 @default.
• W1527723029 cites W2009332873 @default.
• W1527723029 cites W2024284172 @default.
• W1527723029 cites W2069756886 @default.
• W1527723029 cites W2100164091 @default.
• W1527723029 cites W2102899008 @default.
• W1527723029 cites W2104789242 @default.
• W1527723029 cites W2104980832 @default.
• W1527723029 cites W2106282576 @default.
• W1527723029 cites W2113199992 @default.
• W1527723029 cites W2125231355 @default.
• W1527723029 cites W2125791732 @default.
• W1527723029 cites W2129707602 @default.
• W1527723029 cites W2135452472 @default.
• W1527723029 cites W2146382566 @default.
• W1527723029 cites W2154732019 @default.
• W1527723029 cites W2156909104 @default.
• W1527723029 cites W2318989318 @default.
• W1527723029 cites W409166618 @default.
• W1527723029 cites W4237213195 @default.
• W1527723029 cites W4239392469 @default.
• W1527723029 cites W4241607863 @default.
• W1527723029 doi "https://doi.org/10.1007/978-3-642-05415-0_19" @default.
• W1527723029 hasPublicationYear "2009" @default.
• W1527723029 type Work @default.
• W1527723029 sameAs 1527723029 @default.
• W1527723029 citedByCount "6" @default.
• W1527723029 countsByYear W15277230292016 @default.
• W1527723029 countsByYear W15277230292019 @default.
• W1527723029 countsByYear W15277230292020 @default.
• W1527723029 countsByYear W15277230292021 @default.
• W1527723029 crossrefType "book-chapter" @default.
• W1527723029 hasAuthorship W1527723029A5000104294 @default.
• W1527723029 hasAuthorship W1527723029A5012888719 @default.
• W1527723029 hasAuthorship W1527723029A5053084752 @default.
• W1527723029 hasAuthorship W1527723029A5064332237 @default.
• W1527723029 hasAuthorship W1527723029A5085558039 @default.
• W1527723029 hasConcept C105795698 @default.
• W1527723029 hasConcept C119857082 @default.
• W1527723029 hasConcept C120068334 @default.
• W1527723029 hasConcept C121332964 @default.
• W1527723029 hasConcept C12267149 @default.
• W1527723029 hasConcept C124101348 @default.
• W1527723029 hasConcept C136886441 @default.
• W1527723029 hasConcept C144024400 @default.
• W1527723029 hasConcept C154945302 @default.
• W1527723029 hasConcept C163716315 @default.
• W1527723029 hasConcept C177264268 @default.
• W1527723029 hasConcept C19165224 @default.
• W1527723029 hasConcept C199360897 @default.
• W1527723029 hasConcept C33923547 @default.
• W1527723029 hasConcept C34736171 @default.
• W1527723029 hasConcept C41008148 @default.
• W1527723029 hasConcept C48921125 @default.
• W1527723029 hasConcept C61326573 @default.
• W1527723029 hasConcept C62520636 @default.
• W1527723029 hasConcept C81692654 @default.
• W1527723029 hasConcept C83546350 @default.
• W1527723029 hasConceptScore W1527723029C105795698 @default.
• W1527723029 hasConceptScore W1527723029C119857082 @default.
• W1527723029 hasConceptScore W1527723029C120068334 @default.
• W1527723029 hasConceptScore W1527723029C121332964 @default.
• W1527723029 hasConceptScore W1527723029C12267149 @default.
• W1527723029 hasConceptScore W1527723029C124101348 @default.
• W1527723029 hasConceptScore W1527723029C136886441 @default.
• W1527723029 hasConceptScore W1527723029C144024400 @default.
• W1527723029 hasConceptScore W1527723029C154945302 @default.
• W1527723029 hasConceptScore W1527723029C163716315 @default.
• W1527723029 hasConceptScore W1527723029C177264268 @default.
• W1527723029 hasConceptScore W1527723029C19165224 @default.
• W1527723029 hasConceptScore W1527723029C199360897 @default.
• W1527723029 hasConceptScore W1527723029C33923547 @default.
• W1527723029 hasConceptScore W1527723029C34736171 @default.
• W1527723029 hasConceptScore W1527723029C41008148 @default.
• W1527723029 hasConceptScore W1527723029C48921125 @default.
• W1527723029 hasConceptScore W1527723029C61326573 @default.
• W1527723029 hasConceptScore W1527723029C62520636 @default.
• W1527723029 hasConceptScore W1527723029C81692654 @default.
• W1527723029 hasConceptScore W1527723029C83546350 @default.
• W1527723029 hasLocation W15277230291 @default.
• W1527723029 hasOpenAccess W1527723029 @default.
• W1527723029 hasPrimaryLocation W15277230291 @default.
• W1527723029 hasRelatedWork W1826998652 @default.
• W1527723029 hasRelatedWork W1973434865 @default.
• W1527723029 hasRelatedWork W1980899288 @default.

• next