FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3000015240> ?p ?o ?g. }

• W3000015240 endingPage "7608" @default.
• W3000015240 startingPage "7598" @default.
• W3000015240 abstract "Recently time series prediction based on network analysis has become a hot research topic. However, how to more accurately forecast time series with good efficiency is still an open question. To address this issue, we propose an efficient time series forecasting method based on the DC algorithm and visibility relations on the vertexes set. Firstly, the time series is mapped into the network by the DC algorithm, which is a more efficient approach to generate the visibility graph. Then, we use the variation trends (slope) of those nodes that have visibility relation with the last node to get the preliminary predictive values. Afterward, the value of the last node is adopted to obtain the revised predictive values, which are assigned different weights according to node degree and time distance to get the final weighted result. To better demonstrate the prediction performance and applicability of the proposed method, the proposed method is applied to different time series data sets. The empirical results show that the proposed method could provide a higher level of forecasting accuracy than many methods with relatively lower time complexity." @default.
• W3000015240 created "2020-01-23" @default.
• W3000015240 creator A5016170317 @default.
• W3000015240 creator A5022499329 @default.
• W3000015240 creator A5055144821 @default.
• W3000015240 date "2020-01-01" @default.
• W3000015240 modified "2023-09-28" @default.
• W3000015240 title "An Efficient Network Method for Time Series Forecasting Based on the DC Algorithm and Visibility Relation" @default.
• W3000015240 cites W1895255156 @default.
• W3000015240 cites W1978768312 @default.
• W3000015240 cites W1978937960 @default.
• W3000015240 cites W1979104937 @default.
• W3000015240 cites W1987509628 @default.
• W3000015240 cites W2039688703 @default.
• W3000015240 cites W2055538060 @default.
• W3000015240 cites W2063918054 @default.
• W3000015240 cites W2085866051 @default.
• W3000015240 cites W2092624117 @default.
• W3000015240 cites W2102191912 @default.
• W3000015240 cites W2131453387 @default.
• W3000015240 cites W2168577773 @default.
• W3000015240 cites W2214603282 @default.
• W3000015240 cites W2270231073 @default.
• W3000015240 cites W2342393330 @default.
• W3000015240 cites W2345542489 @default.
• W3000015240 cites W2404012078 @default.
• W3000015240 cites W2418612082 @default.
• W3000015240 cites W2555619973 @default.
• W3000015240 cites W2741328681 @default.
• W3000015240 cites W2765942657 @default.
• W3000015240 cites W2769087035 @default.
• W3000015240 cites W2774453127 @default.
• W3000015240 cites W2790685863 @default.
• W3000015240 cites W2793730276 @default.
• W3000015240 cites W2802803508 @default.
• W3000015240 cites W2804313209 @default.
• W3000015240 cites W2883326783 @default.
• W3000015240 cites W2886158220 @default.
• W3000015240 cites W2887911837 @default.
• W3000015240 cites W2889815030 @default.
• W3000015240 cites W2895401011 @default.
• W3000015240 cites W2897113013 @default.
• W3000015240 cites W2899284687 @default.
• W3000015240 cites W2905238323 @default.
• W3000015240 cites W2909977893 @default.
• W3000015240 cites W2911259116 @default.
• W3000015240 cites W2911494597 @default.
• W3000015240 cites W2913797394 @default.
• W3000015240 cites W2918444695 @default.
• W3000015240 cites W2919254346 @default.
• W3000015240 cites W2922066460 @default.
• W3000015240 cites W2924331493 @default.
• W3000015240 cites W2937739161 @default.
• W3000015240 cites W2942211525 @default.
• W3000015240 cites W2947501077 @default.
• W3000015240 cites W2951138942 @default.
• W3000015240 cites W2952832436 @default.
• W3000015240 cites W2953600519 @default.
• W3000015240 cites W2954710255 @default.
• W3000015240 cites W2971834805 @default.
• W3000015240 cites W2976146814 @default.
• W3000015240 cites W2977880070 @default.
• W3000015240 cites W2981023170 @default.
• W3000015240 cites W3102002095 @default.
• W3000015240 cites W3103071483 @default.
• W3000015240 cites W4239636581 @default.
• W3000015240 cites W4241443503 @default.
• W3000015240 doi "https://doi.org/10.1109/access.2020.2964067" @default.
• W3000015240 hasPublicationYear "2020" @default.
• W3000015240 type Work @default.
• W3000015240 sameAs 3000015240 @default.
• W3000015240 citedByCount "13" @default.
• W3000015240 countsByYear W30000152402020 @default.
• W3000015240 countsByYear W30000152402021 @default.
• W3000015240 countsByYear W30000152402022 @default.
• W3000015240 countsByYear W30000152402023 @default.
• W3000015240 crossrefType "journal-article" @default.
• W3000015240 hasAuthorship W3000015240A5016170317 @default.
• W3000015240 hasAuthorship W3000015240A5022499329 @default.
• W3000015240 hasAuthorship W3000015240A5055144821 @default.
• W3000015240 hasBestOaLocation W30000152401 @default.
• W3000015240 hasConcept C112680207 @default.
• W3000015240 hasConcept C11413529 @default.
• W3000015240 hasConcept C119857082 @default.
• W3000015240 hasConcept C120665830 @default.
• W3000015240 hasConcept C121332964 @default.
• W3000015240 hasConcept C123403432 @default.
• W3000015240 hasConcept C124101348 @default.
• W3000015240 hasConcept C127413603 @default.
• W3000015240 hasConcept C132525143 @default.
• W3000015240 hasConcept C143724316 @default.
• W3000015240 hasConcept C151406439 @default.
• W3000015240 hasConcept C151730666 @default.
• W3000015240 hasConcept C173362246 @default.
• W3000015240 hasConcept C177264268 @default.
• W3000015240 hasConcept C199360897 @default.
• W3000015240 hasConcept C2524010 @default.
• W3000015240 hasConcept C25343380 @default.

• next