Pith. sign in

Paper Citation Record · LEDGER

Learning Graph Structures with Transformer for Multivariate Time Series Anomaly Detection in IoT

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2104.03466.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2104.03466 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-09T20:52:49.813619Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-11T14:56:05.540209Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 479b002a-71d5-4794-be4d-a255814af40c · inbound

PhaseNet++: Phase-Aware Frequency-Domain Anomaly Detection for Industrial Control Systems via Phase Coherence Graphs cites this paper.

PhaseNet++: Phase-Aware Frequency-Domain Anomaly Detection for Industrial Control Systems via Phase Coherence Graphs Learning Graph Structures with Transformer for Multivariate Time Series Anomaly Detection in IoT

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-11T14:56:05.544026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-09T20:52:49.813619Z digest=sha256:270eb2ed98ca64b7e822d0638d43dc461f58bfbc7704421eec0283c84c0a9a0d