FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313141298> ?p ?o ?g. }

• W4313141298 endingPage "436" @default.
• W4313141298 startingPage "416" @default.
• W4313141298 abstract "<abstract><p>We consider dynamical systems that have emerged in financial studies and exhibit chaotic behaviour. The main purpose is to develop a data-based method for reconstruction of the trajectories of these systems. This methodology can then be used for prediction and control and it can also be utilized even if the dynamics of the system are unknown. To this end, we combine merits from Koopman operator theory, Extended Dynamic Mode Decomposition and Takens' embedding theorem. The result is a linear autoregressive model whose trajectories approximate the orbits of the original system. Finally, we enrich this method with machine learning techniques that can be used to train the autoregressive model.</p></abstract>" @default.
• W4313141298 created "2023-01-06" @default.
• W4313141298 creator A5023395981 @default.
• W4313141298 creator A5059057242 @default.
• W4313141298 creator A5061358424 @default.
• W4313141298 creator A5061367424 @default.
• W4313141298 date "2022-01-01" @default.
• W4313141298 modified "2023-10-05" @default.
• W4313141298 title "Analysis of chaotic economic models through Koopman operators, EDMD, Takens' theorem and Machine Learning" @default.
• W4313141298 cites W1549386224 @default.
• W4313141298 cites W1635210704 @default.
• W4313141298 cites W1967510217 @default.
• W4313141298 cites W1972345373 @default.
• W4313141298 cites W1981938655 @default.
• W4313141298 cites W1984391316 @default.
• W4313141298 cites W1999206758 @default.
• W4313141298 cites W2010989175 @default.
• W4313141298 cites W2016278744 @default.
• W4313141298 cites W2034043282 @default.
• W4313141298 cites W2050972639 @default.
• W4313141298 cites W2054151158 @default.
• W4313141298 cites W2060398565 @default.
• W4313141298 cites W2085463304 @default.
• W4313141298 cites W2089876099 @default.
• W4313141298 cites W2094686470 @default.
• W4313141298 cites W2095664104 @default.
• W4313141298 cites W2137398978 @default.
• W4313141298 cites W2496346271 @default.
• W4313141298 cites W2756023359 @default.
• W4313141298 cites W2945702958 @default.
• W4313141298 cites W3141235891 @default.
• W4313141298 cites W3174477285 @default.
• W4313141298 cites W4237227322 @default.
• W4313141298 cites W4239340087 @default.
• W4313141298 cites W4313071743 @default.
• W4313141298 doi "https://doi.org/10.3934/dsfe.2022021" @default.
• W4313141298 hasPublicationYear "2022" @default.
• W4313141298 type Work @default.
• W4313141298 citedByCount "1" @default.
• W4313141298 countsByYear W43131412982023 @default.
• W4313141298 crossrefType "journal-article" @default.
• W4313141298 hasAuthorship W4313141298A5023395981 @default.
• W4313141298 hasAuthorship W4313141298A5059057242 @default.
• W4313141298 hasAuthorship W4313141298A5061358424 @default.
• W4313141298 hasAuthorship W4313141298A5061367424 @default.
• W4313141298 hasBestOaLocation W43131412981 @default.
• W4313141298 hasConcept C104317684 @default.
• W4313141298 hasConcept C119857082 @default.
• W4313141298 hasConcept C121332964 @default.
• W4313141298 hasConcept C149782125 @default.
• W4313141298 hasConcept C154945302 @default.
• W4313141298 hasConcept C158448853 @default.
• W4313141298 hasConcept C159877910 @default.
• W4313141298 hasConcept C17020691 @default.
• W4313141298 hasConcept C185592680 @default.
• W4313141298 hasConcept C2775924081 @default.
• W4313141298 hasConcept C2777032711 @default.
• W4313141298 hasConcept C2777052490 @default.
• W4313141298 hasConcept C28826006 @default.
• W4313141298 hasConcept C33923547 @default.
• W4313141298 hasConcept C33962884 @default.
• W4313141298 hasConcept C41008148 @default.
• W4313141298 hasConcept C41608201 @default.
• W4313141298 hasConcept C47446073 @default.
• W4313141298 hasConcept C55493867 @default.
• W4313141298 hasConcept C62520636 @default.
• W4313141298 hasConcept C79379906 @default.
• W4313141298 hasConcept C86339819 @default.
• W4313141298 hasConceptScore W4313141298C104317684 @default.
• W4313141298 hasConceptScore W4313141298C119857082 @default.
• W4313141298 hasConceptScore W4313141298C121332964 @default.
• W4313141298 hasConceptScore W4313141298C149782125 @default.
• W4313141298 hasConceptScore W4313141298C154945302 @default.
• W4313141298 hasConceptScore W4313141298C158448853 @default.
• W4313141298 hasConceptScore W4313141298C159877910 @default.
• W4313141298 hasConceptScore W4313141298C17020691 @default.
• W4313141298 hasConceptScore W4313141298C185592680 @default.
• W4313141298 hasConceptScore W4313141298C2775924081 @default.
• W4313141298 hasConceptScore W4313141298C2777032711 @default.
• W4313141298 hasConceptScore W4313141298C2777052490 @default.
• W4313141298 hasConceptScore W4313141298C28826006 @default.
• W4313141298 hasConceptScore W4313141298C33923547 @default.
• W4313141298 hasConceptScore W4313141298C33962884 @default.
• W4313141298 hasConceptScore W4313141298C41008148 @default.
• W4313141298 hasConceptScore W4313141298C41608201 @default.
• W4313141298 hasConceptScore W4313141298C47446073 @default.
• W4313141298 hasConceptScore W4313141298C55493867 @default.
• W4313141298 hasConceptScore W4313141298C62520636 @default.
• W4313141298 hasConceptScore W4313141298C79379906 @default.
• W4313141298 hasConceptScore W4313141298C86339819 @default.
• W4313141298 hasIssue "4" @default.
• W4313141298 hasLocation W43131412981 @default.
• W4313141298 hasOpenAccess W4313141298 @default.
• W4313141298 hasPrimaryLocation W43131412981 @default.
• W4313141298 hasRelatedWork W1981814405 @default.
• W4313141298 hasRelatedWork W2077367747 @default.
• W4313141298 hasRelatedWork W2164191911 @default.
• W4313141298 hasRelatedWork W2374341159 @default.

• next