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Paper Citation Record · LEDGER

Unveiling the Flaws: A Critical Analysis of Initialization Effect on Time Series Anomaly Detection

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2408.06620.

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

pith.paper-citation-record.v1
2408.06620 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:00:10.685126Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T16:27:08.429760Z

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 d9a95301-f4bd-42d1-ada1-c485d864169e · inbound

Exploring Pose-Based Anomaly Detection for Retail Security: A Real-World Shoplifting Dataset and Benchmark cites this paper.

Exploring Pose-Based Anomaly Detection for Retail Security: A Real-World Shoplifting Dataset and Benchmark Unveiling the Flaws: A Critical Analysis of Initialization Effect on Time Series Anomaly Detection

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T21:00:10.685126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:00:10.685126Z digest=sha256:2e64aa60fc79065d34ede859eb210e9cd24628ba03e6098c014fe367e325793a

Observation 12d11cd0-3e98-42f4-9c05-c74c1e241a9f · inbound

Detecting the Undetectable: Enhancing Unsupervised time series Anomaly Detection via Active Learning cites this paper.

Detecting the Undetectable: Enhancing Unsupervised time series Anomaly Detection via Active Learning Unveiling the Flaws: A Critical Analysis of Initialization Effect on Time Series Anomaly Detection

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-07-02T16:27:08.430928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-02T16:18:30.022661Z digest=sha256:8e8a59c34b6e5b4769deed63ed1c2c65a6c6f5e5ce1cca0b07868269a15918d3