Unlocking Multifractal and Long-Memory Dynamics in Cryptocurrency Markets: A Fractional Attention-Driven LSTM–N-BEATS Framework for Optimal Investment Under Dynamic Risk.

Saved in:
Bibliographic Details
Title: Unlocking Multifractal and Long-Memory Dynamics in Cryptocurrency Markets: A Fractional Attention-Driven LSTM–N-BEATS Framework for Optimal Investment Under Dynamic Risk.
Authors: Sukono1 (AUTHOR) sukono@unpad.ac.id, Riaman1,2 (AUTHOR), Saputra, Moch Panji Agung1,3 (AUTHOR), Prihanto, Igif Gimin2,4 (AUTHOR), Kardoyo, Hadi2,5 (AUTHOR), Diana, Shinta Rahma1,2 (AUTHOR), Halim, Nurfadhlina Binti Abdul2,3 (AUTHOR), Maghfirani, Nazla Aqira3,4 (AUTHOR), Pirdaus, Dede Irman4,5 (AUTHOR)
Source: Fractal & Fractional. Jun2026, Vol. 10 Issue 6, p379. 35p.
Database: Mathematics Source
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: msf
DbLabel: Mathematics Source
An: 194952065
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Unlocking Multifractal and Long-Memory Dynamics in Cryptocurrency Markets: A Fractional Attention-Driven LSTM–N-BEATS Framework for Optimal Investment Under Dynamic Risk.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Sukono%22">Sukono</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> sukono@unpad.ac.id</i><br /><searchLink fieldCode="AR" term="%22Riaman%22">Riaman</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Saputra%2C+Moch+Panji+Agung%22">Saputra, Moch Panji Agung</searchLink><relatesTo>1,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Prihanto%2C+Igif+Gimin%22">Prihanto, Igif Gimin</searchLink><relatesTo>2,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kardoyo%2C+Hadi%22">Kardoyo, Hadi</searchLink><relatesTo>2,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Diana%2C+Shinta+Rahma%22">Diana, Shinta Rahma</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Halim%2C+Nurfadhlina+Binti+Abdul%22">Halim, Nurfadhlina Binti Abdul</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Maghfirani%2C+Nazla+Aqira%22">Maghfirani, Nazla Aqira</searchLink><relatesTo>3,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Pirdaus%2C+Dede+Irman%22">Pirdaus, Dede Irman</searchLink><relatesTo>4,5</relatesTo> (AUTHOR)
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Fractal+%26+Fractional%22">Fractal & Fractional</searchLink>. Jun2026, Vol. 10 Issue 6, p379. 35p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=msf&AN=194952065
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3390/fractalfract10060379
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 35
        StartPage: 379
    Titles:
      – TitleFull: Unlocking Multifractal and Long-Memory Dynamics in Cryptocurrency Markets: A Fractional Attention-Driven LSTM–N-BEATS Framework for Optimal Investment Under Dynamic Risk.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Sukono
      – PersonEntity:
          Name:
            NameFull: Riaman
      – PersonEntity:
          Name:
            NameFull: Saputra, Moch Panji Agung
      – PersonEntity:
          Name:
            NameFull: Prihanto, Igif Gimin
      – PersonEntity:
          Name:
            NameFull: Kardoyo, Hadi
      – PersonEntity:
          Name:
            NameFull: Diana, Shinta Rahma
      – PersonEntity:
          Name:
            NameFull: Halim, Nurfadhlina Binti Abdul
      – PersonEntity:
          Name:
            NameFull: Maghfirani, Nazla Aqira
      – PersonEntity:
          Name:
            NameFull: Pirdaus, Dede Irman
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 06
              Text: Jun2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 25043110
          Numbering:
            – Type: volume
              Value: 10
            – Type: issue
              Value: 6
          Titles:
            – TitleFull: Fractal & Fractional
              Type: main
ResultId 1