Matches in SemOpenAlex for { <https://semopenalex.org/work/W3121464620> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W3121464620 abstract "In this paper, we present a review of various computational experiments concerning neural network (NN) models developed for regional employment forecasting. NNs are nowadays widely used in several fields because of their flexible specification structure. A series of NN experiments is presented in the paper, using two data sets on German NUTS-3 districts. Individual forecasts are computed by our models for each district, in order to answer the following question: How relevant are NN parameters in comparison to NN structure? Comprehensive testing of these parameters is limited in the literature. Building on different specifications of NN models – in terms of explanatory variables and NN structures – we propose a systematic choice of NN learning parameters and internal functions by means of a sensitivity analysis. Our results show that different combinations of NN parameters provide significantly varying statistical performance and forecasting power. Finally, we note that the sets of parameters chosen for a given model specification cannot be light-heartedly applied to different or more complex models." @default.
- W3121464620 created "2021-02-01" @default.
- W3121464620 creator A5009404760 @default.
- W3121464620 creator A5011724598 @default.
- W3121464620 creator A5084548810 @default.
- W3121464620 creator A5089642424 @default.
- W3121464620 date "2010-08-18" @default.
- W3121464620 modified "2023-09-23" @default.
- W3121464620 title "Neural Networks for Regional Employment Forecasts: Are the Parameters Relevant?" @default.
- W3121464620 hasPublicationYear "2010" @default.
- W3121464620 type Work @default.
- W3121464620 sameAs 3121464620 @default.
- W3121464620 citedByCount "0" @default.
- W3121464620 crossrefType "posted-content" @default.
- W3121464620 hasAuthorship W3121464620A5009404760 @default.
- W3121464620 hasAuthorship W3121464620A5011724598 @default.
- W3121464620 hasAuthorship W3121464620A5084548810 @default.
- W3121464620 hasAuthorship W3121464620A5089642424 @default.
- W3121464620 hasConcept C10138342 @default.
- W3121464620 hasConcept C111472728 @default.
- W3121464620 hasConcept C119857082 @default.
- W3121464620 hasConcept C121332964 @default.
- W3121464620 hasConcept C124101348 @default.
- W3121464620 hasConcept C127413603 @default.
- W3121464620 hasConcept C138885662 @default.
- W3121464620 hasConcept C143724316 @default.
- W3121464620 hasConcept C149782125 @default.
- W3121464620 hasConcept C151730666 @default.
- W3121464620 hasConcept C154775046 @default.
- W3121464620 hasConcept C154945302 @default.
- W3121464620 hasConcept C162324750 @default.
- W3121464620 hasConcept C163258240 @default.
- W3121464620 hasConcept C166957645 @default.
- W3121464620 hasConcept C182306322 @default.
- W3121464620 hasConcept C21200559 @default.
- W3121464620 hasConcept C24326235 @default.
- W3121464620 hasConcept C2777402642 @default.
- W3121464620 hasConcept C33923547 @default.
- W3121464620 hasConcept C41008148 @default.
- W3121464620 hasConcept C50644808 @default.
- W3121464620 hasConcept C62520636 @default.
- W3121464620 hasConcept C86803240 @default.
- W3121464620 hasConcept C95457728 @default.
- W3121464620 hasConceptScore W3121464620C10138342 @default.
- W3121464620 hasConceptScore W3121464620C111472728 @default.
- W3121464620 hasConceptScore W3121464620C119857082 @default.
- W3121464620 hasConceptScore W3121464620C121332964 @default.
- W3121464620 hasConceptScore W3121464620C124101348 @default.
- W3121464620 hasConceptScore W3121464620C127413603 @default.
- W3121464620 hasConceptScore W3121464620C138885662 @default.
- W3121464620 hasConceptScore W3121464620C143724316 @default.
- W3121464620 hasConceptScore W3121464620C149782125 @default.
- W3121464620 hasConceptScore W3121464620C151730666 @default.
- W3121464620 hasConceptScore W3121464620C154775046 @default.
- W3121464620 hasConceptScore W3121464620C154945302 @default.
- W3121464620 hasConceptScore W3121464620C162324750 @default.
- W3121464620 hasConceptScore W3121464620C163258240 @default.
- W3121464620 hasConceptScore W3121464620C166957645 @default.
- W3121464620 hasConceptScore W3121464620C182306322 @default.
- W3121464620 hasConceptScore W3121464620C21200559 @default.
- W3121464620 hasConceptScore W3121464620C24326235 @default.
- W3121464620 hasConceptScore W3121464620C2777402642 @default.
- W3121464620 hasConceptScore W3121464620C33923547 @default.
- W3121464620 hasConceptScore W3121464620C41008148 @default.
- W3121464620 hasConceptScore W3121464620C50644808 @default.
- W3121464620 hasConceptScore W3121464620C62520636 @default.
- W3121464620 hasConceptScore W3121464620C86803240 @default.
- W3121464620 hasConceptScore W3121464620C95457728 @default.
- W3121464620 hasOpenAccess W3121464620 @default.
- W3121464620 hasRelatedWork W14506204 @default.
- W3121464620 hasRelatedWork W1552725931 @default.
- W3121464620 hasRelatedWork W1562014737 @default.
- W3121464620 hasRelatedWork W1701194797 @default.
- W3121464620 hasRelatedWork W1734463671 @default.
- W3121464620 hasRelatedWork W198840150 @default.
- W3121464620 hasRelatedWork W2016166233 @default.
- W3121464620 hasRelatedWork W2019831267 @default.
- W3121464620 hasRelatedWork W2040842233 @default.
- W3121464620 hasRelatedWork W2067057029 @default.
- W3121464620 hasRelatedWork W2108942494 @default.
- W3121464620 hasRelatedWork W2166536305 @default.
- W3121464620 hasRelatedWork W2189215542 @default.
- W3121464620 hasRelatedWork W2341468648 @default.
- W3121464620 hasRelatedWork W2382991763 @default.
- W3121464620 hasRelatedWork W2585832308 @default.
- W3121464620 hasRelatedWork W2610411480 @default.
- W3121464620 hasRelatedWork W3122700986 @default.
- W3121464620 hasRelatedWork W3123904436 @default.
- W3121464620 hasRelatedWork W3207099220 @default.
- W3121464620 isParatext "false" @default.
- W3121464620 isRetracted "false" @default.
- W3121464620 magId "3121464620" @default.
- W3121464620 workType "article" @default.