liu.seSearch for publications in DiVA
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
From fuzzy recurrence plots to scalable recurrence networks of time series
Linköping University, Department of Biomedical Engineering, Division of Biomedical Engineering. Linköping University, Faculty of Science & Engineering. (Medical Informatics)ORCID iD: 0000-0002-4255-5130
2017 (English)In: Europhysics letters, ISSN 0295-5075, E-ISSN 1286-4854, Vol. 118, article id 20003Article in journal (Refereed) Published
Abstract [en]

Recurrence networks, which are derived from recurrence plots of nonlinear time series, enable the extraction of hidden features of complex dynamical systems. Because fuzzy recurrence plots are represented as grayscale images, this paper presents a variety of texture features that can be extracted from fuzzy recurrence plots. Based on the notion of fuzzy recurrence plots, defuzzified, undirected, and unweighted recurrence networks are introduced. Network measures can be computed for defuzzified recurrence networks that are scalable to meet the demand for the network-based analysis of big data.

Place, publisher, year, edition, pages
Institute of Physics (IOP), 2017. Vol. 118, article id 20003
National Category
Other Physics Topics
Identifiers
URN: urn:nbn:se:liu:diva-138502DOI: 10.1209/0295-5075/118/20003OAI: oai:DiVA.org:liu-138502DiVA, id: diva2:1110900
Available from: 2017-06-16 Created: 2017-06-16 Last updated: 2017-09-08

Open Access in DiVA

fulltext(330 kB)7 downloads
File information
File name FULLTEXT02.pdfFile size 330 kBChecksum SHA-512
2643298160a485249ba044fd47f204064ec390b3b359a3ef7866aae3c436187fddec247e0604aa8ce4cf6093add8b594b1df0dc7c935ea82796151ca8e63e6c2
Type fulltextMimetype application/pdf

Other links

Publisher's full text

Search in DiVA

By author/editor
Pham, Tuan
By organisation
Division of Biomedical EngineeringFaculty of Science & Engineering
In the same journal
Europhysics letters
Other Physics Topics

Search outside of DiVA

GoogleGoogle Scholar
Total: 7 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

doi
urn-nbn

Altmetric score

doi
urn-nbn
Total: 692 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf