FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386761776> ?p ?o ?g. }

• W4386761776 endingPage "14" @default.
• W4386761776 startingPage "1" @default.
• W4386761776 abstract "In order to solve the problem that the railway passenger volume data are abnormal due to holidays and major events interfering with the prediction accuracy, the spline interpolation method is introduced to replace the abnormal passenger volume data. In addition, an improved particle swarm optimization (IPSO) is proposed to optimize the gradient difference acceleration law to combine and improve the predicted value and further improve the prediction accuracy of the railway passenger traffic. Finally, taking Beijing as the research object, the Holt exponential smoothing method and the BP neural network are selected to verify the effect of spline interpolation and IPSO-gradient difference acceleration law on prediction accuracy. The research results show that the spline interpolation method has a better prediction effect after processing abnormal passenger traffic data, and the improved particle swarm algorithm also shows better optimization ability and convergence speed when solving the double difference postulate. In comparison with the BP neural network, Holt exponential smoothing, simple averaging, and conventional redifference approaches, the IPSO-redifference acceleration method achieves a superior prediction performance, and the absolute values of the forecast error are reduced by 3.320%, 1.518%, 2.419%, and 0.602%." @default.
• W4386761776 created "2023-09-16" @default.
• W4386761776 creator A5051843433 @default.
• W4386761776 creator A5079207440 @default.
• W4386761776 creator A5086370589 @default.
• W4386761776 creator A5091670274 @default.
• W4386761776 date "2023-09-15" @default.
• W4386761776 modified "2023-09-27" @default.
• W4386761776 title "Research on Railway Passenger Volume Forecast Based on the Spline Interpolation and IPSO-Gradient Difference Acceleration Rule" @default.
• W4386761776 cites W1786686177 @default.
• W4386761776 cites W1989801774 @default.
• W4386761776 cites W1991420910 @default.
• W4386761776 cites W2010760293 @default.
• W4386761776 cites W2039853520 @default.
• W4386761776 cites W2050797577 @default.
• W4386761776 cites W2060784640 @default.
• W4386761776 cites W2101502080 @default.
• W4386761776 cites W2102802623 @default.
• W4386761776 cites W2132782512 @default.
• W4386761776 cites W2162870748 @default.
• W4386761776 cites W2166422446 @default.
• W4386761776 cites W2167634486 @default.
• W4386761776 cites W2944523343 @default.
• W4386761776 cites W3084394145 @default.
• W4386761776 cites W3100717803 @default.
• W4386761776 cites W3108614845 @default.
• W4386761776 cites W3158398531 @default.
• W4386761776 cites W3166227592 @default.
• W4386761776 cites W3168399647 @default.
• W4386761776 cites W3197927156 @default.
• W4386761776 cites W4211162355 @default.
• W4386761776 cites W4213372447 @default.
• W4386761776 cites W4225137848 @default.
• W4386761776 cites W4245491669 @default.
• W4386761776 cites W4292880809 @default.
• W4386761776 cites W4293027896 @default.
• W4386761776 cites W4307952307 @default.
• W4386761776 cites W4316014100 @default.
• W4386761776 doi "https://doi.org/10.1155/2023/6645119" @default.
• W4386761776 hasPublicationYear "2023" @default.
• W4386761776 type Work @default.
• W4386761776 citedByCount "0" @default.
• W4386761776 crossrefType "journal-article" @default.
• W4386761776 hasAuthorship W4386761776A5051843433 @default.
• W4386761776 hasAuthorship W4386761776A5079207440 @default.
• W4386761776 hasAuthorship W4386761776A5086370589 @default.
• W4386761776 hasAuthorship W4386761776A5091670274 @default.
• W4386761776 hasBestOaLocation W43867617761 @default.
• W4386761776 hasConcept C10390562 @default.
• W4386761776 hasConcept C104114177 @default.
• W4386761776 hasConcept C107457265 @default.
• W4386761776 hasConcept C11413529 @default.
• W4386761776 hasConcept C117896860 @default.
• W4386761776 hasConcept C121332964 @default.
• W4386761776 hasConcept C126255220 @default.
• W4386761776 hasConcept C127413603 @default.
• W4386761776 hasConcept C133710760 @default.
• W4386761776 hasConcept C137800194 @default.
• W4386761776 hasConcept C154945302 @default.
• W4386761776 hasConcept C205203396 @default.
• W4386761776 hasConcept C31447003 @default.
• W4386761776 hasConcept C31972630 @default.
• W4386761776 hasConcept C33923547 @default.
• W4386761776 hasConcept C3770464 @default.
• W4386761776 hasConcept C41008148 @default.
• W4386761776 hasConcept C50644808 @default.
• W4386761776 hasConcept C66938386 @default.
• W4386761776 hasConcept C74650414 @default.
• W4386761776 hasConcept C85617194 @default.
• W4386761776 hasConceptScore W4386761776C10390562 @default.
• W4386761776 hasConceptScore W4386761776C104114177 @default.
• W4386761776 hasConceptScore W4386761776C107457265 @default.
• W4386761776 hasConceptScore W4386761776C11413529 @default.
• W4386761776 hasConceptScore W4386761776C117896860 @default.
• W4386761776 hasConceptScore W4386761776C121332964 @default.
• W4386761776 hasConceptScore W4386761776C126255220 @default.
• W4386761776 hasConceptScore W4386761776C127413603 @default.
• W4386761776 hasConceptScore W4386761776C133710760 @default.
• W4386761776 hasConceptScore W4386761776C137800194 @default.
• W4386761776 hasConceptScore W4386761776C154945302 @default.
• W4386761776 hasConceptScore W4386761776C205203396 @default.
• W4386761776 hasConceptScore W4386761776C31447003 @default.
• W4386761776 hasConceptScore W4386761776C31972630 @default.
• W4386761776 hasConceptScore W4386761776C33923547 @default.
• W4386761776 hasConceptScore W4386761776C3770464 @default.
• W4386761776 hasConceptScore W4386761776C41008148 @default.
• W4386761776 hasConceptScore W4386761776C50644808 @default.
• W4386761776 hasConceptScore W4386761776C66938386 @default.
• W4386761776 hasConceptScore W4386761776C74650414 @default.
• W4386761776 hasConceptScore W4386761776C85617194 @default.
• W4386761776 hasLocation W43867617761 @default.
• W4386761776 hasOpenAccess W4386761776 @default.
• W4386761776 hasPrimaryLocation W43867617761 @default.
• W4386761776 hasRelatedWork W1999269698 @default.
• W4386761776 hasRelatedWork W2027388912 @default.
• W4386761776 hasRelatedWork W2044402421 @default.
• W4386761776 hasRelatedWork W2057497240 @default.
• W4386761776 hasRelatedWork W2080978298 @default.

• next