FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3099697615> ?p ?o ?g. }

• W3099697615 abstract "Our understanding of a variety of phenomena in physics, biology and economics crucially depends on the analysis of multivariate time series. While a wide range of tools and techniques for time series analysis already exist, the increasing availability of massive data structures calls for new approaches for multidimensional signal processing. We present here a non-parametric method to analyse multivariate time series, based on the mapping of a multidimensional time series into a multilayer network, which allows to extract information on a high dimensional dynamical system through the analysis of the structure of the associated multiplex network. The method is simple to implement, general, scalable, does not require ad hoc phase space partitioning, and is thus suitable for the analysis of large, heterogeneous and non-stationary time series. We show that simple structural descriptors of the associated multiplex networks allow to extract and quantify nontrivial properties of coupled chaotic maps, including the transition between different dynamical phases and the onset of various types of synchronization. As a concrete example we then study financial time series, showing that a multiplex network analysis can efficiently discriminate crises from periods of financial stability, where standard methods based on time-series symbolization often fail." @default.
• W3099697615 created "2020-11-23" @default.
• W3099697615 creator A5027706684 @default.
• W3099697615 creator A5058957215 @default.
• W3099697615 creator A5059033705 @default.
• W3099697615 date "2015-10-21" @default.
• W3099697615 modified "2023-10-02" @default.
• W3099697615 title "Network structure of multivariate time series" @default.
• W3099697615 cites W1530653297 @default.
• W3099697615 cites W1589873300 @default.
• W3099697615 cites W1602945479 @default.
• W3099697615 cites W1965105251 @default.
• W3099697615 cites W1966304312 @default.
• W3099697615 cites W1981510969 @default.
• W3099697615 cites W1985978480 @default.
• W3099697615 cites W1988688499 @default.
• W3099697615 cites W1991114343 @default.
• W3099697615 cites W1999653836 @default.
• W3099697615 cites W1999703755 @default.
• W3099697615 cites W2016440518 @default.
• W3099697615 cites W2025576039 @default.
• W3099697615 cites W2029510783 @default.
• W3099697615 cites W2031487654 @default.
• W3099697615 cites W2034967374 @default.
• W3099697615 cites W2035413094 @default.
• W3099697615 cites W2041517912 @default.
• W3099697615 cites W2051981079 @default.
• W3099697615 cites W2055538060 @default.
• W3099697615 cites W2070722739 @default.
• W3099697615 cites W2086243891 @default.
• W3099697615 cites W2093446113 @default.
• W3099697615 cites W2101058011 @default.
• W3099697615 cites W2101339849 @default.
• W3099697615 cites W2106373091 @default.
• W3099697615 cites W2107238755 @default.
• W3099697615 cites W2124637492 @default.
• W3099697615 cites W2132942621 @default.
• W3099697615 cites W2139868036 @default.
• W3099697615 cites W2178225550 @default.
• W3099697615 cites W2197583351 @default.
• W3099697615 cites W2213481886 @default.
• W3099697615 cites W2787894218 @default.
• W3099697615 cites W2963768879 @default.
• W3099697615 cites W3037826211 @default.
• W3099697615 cites W3099377354 @default.
• W3099697615 cites W3102002095 @default.
• W3099697615 cites W3102039406 @default.
• W3099697615 cites W3103589660 @default.
• W3099697615 cites W3105241653 @default.
• W3099697615 cites W3121792421 @default.
• W3099697615 cites W3124472923 @default.
• W3099697615 cites W4295605475 @default.
• W3099697615 doi "https://doi.org/10.1038/srep15508" @default.
• W3099697615 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/4614448" @default.
• W3099697615 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/26487040" @default.
• W3099697615 hasPublicationYear "2015" @default.
• W3099697615 type Work @default.
• W3099697615 sameAs 3099697615 @default.
• W3099697615 citedByCount "149" @default.
• W3099697615 countsByYear W30996976152016 @default.
• W3099697615 countsByYear W30996976152017 @default.
• W3099697615 countsByYear W30996976152018 @default.
• W3099697615 countsByYear W30996976152019 @default.
• W3099697615 countsByYear W30996976152020 @default.
• W3099697615 countsByYear W30996976152021 @default.
• W3099697615 countsByYear W30996976152022 @default.
• W3099697615 countsByYear W30996976152023 @default.
• W3099697615 crossrefType "journal-article" @default.
• W3099697615 hasAuthorship W3099697615A5027706684 @default.
• W3099697615 hasAuthorship W3099697615A5058957215 @default.
• W3099697615 hasAuthorship W3099697615A5059033705 @default.
• W3099697615 hasBestOaLocation W30996976151 @default.
• W3099697615 hasConcept C105795698 @default.
• W3099697615 hasConcept C111472728 @default.
• W3099697615 hasConcept C119857082 @default.
• W3099697615 hasConcept C124101348 @default.
• W3099697615 hasConcept C138885662 @default.
• W3099697615 hasConcept C143724316 @default.
• W3099697615 hasConcept C151406439 @default.
• W3099697615 hasConcept C151730666 @default.
• W3099697615 hasConcept C159985019 @default.
• W3099697615 hasConcept C161584116 @default.
• W3099697615 hasConcept C192562407 @default.
• W3099697615 hasConcept C199163554 @default.
• W3099697615 hasConcept C204323151 @default.
• W3099697615 hasConcept C2780586882 @default.
• W3099697615 hasConcept C2781188995 @default.
• W3099697615 hasConcept C33923547 @default.
• W3099697615 hasConcept C41008148 @default.
• W3099697615 hasConcept C5297727 @default.
• W3099697615 hasConcept C60644358 @default.
• W3099697615 hasConcept C86803240 @default.
• W3099697615 hasConceptScore W3099697615C105795698 @default.
• W3099697615 hasConceptScore W3099697615C111472728 @default.
• W3099697615 hasConceptScore W3099697615C119857082 @default.
• W3099697615 hasConceptScore W3099697615C124101348 @default.
• W3099697615 hasConceptScore W3099697615C138885662 @default.
• W3099697615 hasConceptScore W3099697615C143724316 @default.
• W3099697615 hasConceptScore W3099697615C151406439 @default.
• W3099697615 hasConceptScore W3099697615C151730666 @default.

• next