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Peer-reviewedCC BY-NC-ND 4.0Scientific Reports

Hierarchical orthogonal ESNs with adaptive signal decomposition for chaotic financial time series prediction

  • Syeda Shamaila Zareen
  • Syed Usman Qadri
  • Kang Yan
  • Amna Ikram
  • Sunnia Ikram
  • Najah Alsubaie
Open at sourceDOICite

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Cite

BibTeXRIS
BibTeX
@article{zareen2026hierarchical,
  title = {{Hierarchical orthogonal ESNs with adaptive signal decomposition for chaotic financial time series prediction}},
  author = {Syeda Shamaila Zareen and Syed Usman Qadri and Kang Yan and Amna Ikram and Sunnia Ikram and Najah Alsubaie},
  journal = {Scientific Reports},
  year = {2026},
  month = oct,
  doi = {10.1038/s41598-026-74952-z},
  url = {https://www.nature.com/articles/s41598-026-74952-z},
  note = {CC BY-NC-ND 4.0},
}
RIS
TY  - JOUR
TI  - Hierarchical orthogonal ESNs with adaptive signal decomposition for chaotic financial time series prediction
AU  - Syeda Shamaila Zareen
AU  - Syed Usman Qadri
AU  - Kang Yan
AU  - Amna Ikram
AU  - Sunnia Ikram
AU  - Najah Alsubaie
PY  - 2026
DA  - 2026/10/28
JO  - Scientific Reports
DO  - 10.1038/s41598-026-74952-z
UR  - https://www.nature.com/articles/s41598-026-74952-z
SN  - 2045-2322
ER  -