Matches in SemOpenAlex for { <https://semopenalex.org/work/W3009607171> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W3009607171 abstract "Time series prediction methods are vital in many areas, such as science, meteorology, agriculture, stock indices, economics, etc. To improve the forecasting accuracy, fuzzy approaches and evolutionary methods are widely used in time series forecasting models in recent years. Therefore, a hybrid method based on fuzzy time series and particle swarm optimization algorithm is proposed to establish a forecasting model. This study considers the scenario using the trend-based weighted strategy in hybrid fuzzy PSO model (THFPSO) to estimate the unknown future values. The export orders index (EOI) data of Taiwan are selected as the experimental dataset. The experimental results show that the proposed model can reduce the mean square error (RMSE) and improve accuracy comparing with other models based on fuzzy time series." @default.
- W3009607171 created "2020-03-13" @default.
- W3009607171 creator A5019319336 @default.
- W3009607171 creator A5039767587 @default.
- W3009607171 creator A5083598289 @default.
- W3009607171 creator A5088717928 @default.
- W3009607171 date "2019-11-01" @default.
- W3009607171 modified "2023-09-24" @default.
- W3009607171 title "A Trend based Forecasting Model Using Fuzzy Time Series and PSO Algorithm" @default.
- W3009607171 cites W1971869067 @default.
- W3009607171 cites W1988828407 @default.
- W3009607171 cites W2109364787 @default.
- W3009607171 cites W2168577773 @default.
- W3009607171 cites W2476225450 @default.
- W3009607171 cites W2794080494 @default.
- W3009607171 cites W2900921197 @default.
- W3009607171 cites W4211007335 @default.
- W3009607171 doi "https://doi.org/10.1109/iccce48422.2019.9010899" @default.
- W3009607171 hasPublicationYear "2019" @default.
- W3009607171 type Work @default.
- W3009607171 sameAs 3009607171 @default.
- W3009607171 citedByCount "3" @default.
- W3009607171 countsByYear W30096071712021 @default.
- W3009607171 countsByYear W30096071712022 @default.
- W3009607171 countsByYear W30096071712023 @default.
- W3009607171 crossrefType "proceedings-article" @default.
- W3009607171 hasAuthorship W3009607171A5019319336 @default.
- W3009607171 hasAuthorship W3009607171A5039767587 @default.
- W3009607171 hasAuthorship W3009607171A5083598289 @default.
- W3009607171 hasAuthorship W3009607171A5088717928 @default.
- W3009607171 hasConcept C11413529 @default.
- W3009607171 hasConcept C119857082 @default.
- W3009607171 hasConcept C143724316 @default.
- W3009607171 hasConcept C151406439 @default.
- W3009607171 hasConcept C151730666 @default.
- W3009607171 hasConcept C154945302 @default.
- W3009607171 hasConcept C41008148 @default.
- W3009607171 hasConcept C58166 @default.
- W3009607171 hasConcept C86803240 @default.
- W3009607171 hasConceptScore W3009607171C11413529 @default.
- W3009607171 hasConceptScore W3009607171C119857082 @default.
- W3009607171 hasConceptScore W3009607171C143724316 @default.
- W3009607171 hasConceptScore W3009607171C151406439 @default.
- W3009607171 hasConceptScore W3009607171C151730666 @default.
- W3009607171 hasConceptScore W3009607171C154945302 @default.
- W3009607171 hasConceptScore W3009607171C41008148 @default.
- W3009607171 hasConceptScore W3009607171C58166 @default.
- W3009607171 hasConceptScore W3009607171C86803240 @default.
- W3009607171 hasLocation W30096071711 @default.
- W3009607171 hasOpenAccess W3009607171 @default.
- W3009607171 hasPrimaryLocation W30096071711 @default.
- W3009607171 hasRelatedWork W1489782390 @default.
- W3009607171 hasRelatedWork W1768477193 @default.
- W3009607171 hasRelatedWork W1971293923 @default.
- W3009607171 hasRelatedWork W2032572871 @default.
- W3009607171 hasRelatedWork W2348197972 @default.
- W3009607171 hasRelatedWork W2351491280 @default.
- W3009607171 hasRelatedWork W2365729238 @default.
- W3009607171 hasRelatedWork W2386131991 @default.
- W3009607171 hasRelatedWork W2547223406 @default.
- W3009607171 hasRelatedWork W303980170 @default.
- W3009607171 isParatext "false" @default.
- W3009607171 isRetracted "false" @default.
- W3009607171 magId "3009607171" @default.
- W3009607171 workType "article" @default.