Hyperbolic adaptive spatial-aware multivariate time series anomaly detection.

Han J, Huo X, Xiao Y, Ye Z, Zheng Y, Zhao H, Sun M, Liu Z

DOI: 10.1038/s41467-026-75881-1
Published: 2026 Jul 27
Container: Nature communications
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1038/s41467-026-75881-1,
  title = {Hyperbolic adaptive spatial-aware multivariate time series anomaly detection.},
  author = {Han J and Huo X and Xiao Y and Ye Z and Zheng Y and Zhao H and Sun M and Liu Z},
  year = {2026},
  journal = {Nature communications},
  doi = {10.1038/s41467-026-75881-1},
  url = {https://doi.org/10.1038/s41467-026-75881-1}
}

RIS

TY  - JOUR
TI  - Hyperbolic adaptive spatial-aware multivariate time series anomaly detection.
AU  - Han J
AU  - Huo X
AU  - Xiao Y
AU  - Ye Z
AU  - Zheng Y
AU  - Zhao H
AU  - Sun M
AU  - Liu Z
PY  - 2026
JO  - Nature communications
DO  - 10.1038/s41467-026-75881-1
UR  - https://doi.org/10.1038/s41467-026-75881-1
ER  -

APA

J, H., X, H., Y, X., Z, Y., Y, Z., H, Z., M, S., & Z, L. (2026). Hyperbolic adaptive spatial-aware multivariate time series anomaly detection.. Nature communications. https://doi.org/10.1038/s41467-026-75881-1

Source records

pubmed · retrieved 2026-09-27T07:08:09.546Z