Paper Citation Record · LEDGER

Extended Histogram-based Outlier Score (EHBOS)

As of 13 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 0 inbound Pith citation observations for arXiv:2502.05719.

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

pith.paper-citation-record.v1
2502.05719 v3

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:16:28.809367Z

measured 3 of 3 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

3 of 3 outbound references displayed

verified exact2
verified fuzzy0
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cc7e6c64-cd1e-47a4-9f66-50bd52745d28 · outbound

This paper cites However, its assumption of feature independence limits its ability to detect anomalies in datasets where interactions between features are critical.

Extended Histogram-based Outlier Score (EHBOS) However, its assumption of feature independence limits its ability to detect anomalies in datasets where interactions between features are critical

Reference 1

Resolution: verified exact; doi, observed 2026-08-08T18:16:28.842112Z

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.

Observation 1c16038a-1c06-4be4-8794-871573c6dccc · outbound

This paper cites Improved histogram-based anomaly detector with the extended principal component features.

Extended Histogram-based Outlier Score (EHBOS) Improved histogram-based anomaly detector with the extended principal component features

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-08T18:16:28.858915Z

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.

Observation ded1c784-1fd1-4d77-8bb6-c60a8eaafb7c · outbound

This paper cites an unresolved cited work.

Extended Histogram-based Outlier Score (EHBOS) Unresolved cited work

Reference 2001

Resolution: unresolved; raw_fallback, observed 2026-08-08T18:16:28.870215Z

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.

Pith citing papers

No inbound Pith citation observations are available.