Paper Citation Record · LEDGER

Anomaly Detection and Improvement of Clusters using Enhanced K-Means Algorithm

As of 8 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 0 inbound Pith citation observations for arXiv:2505.24365.

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

pith.paper-citation-record.v1
2505.24365 v1

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:20.704753Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

9 of 9 outbound references displayed

verified exact0
verified fuzzy3
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation de3b3941-e7c5-41ff-b544-a6171515b4bc · outbound

This paper cites an unresolved cited work.

Anomaly Detection and Improvement of Clusters using Enhanced K-Means Algorithm Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:22.040553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 25c10ece-7825-4b78-9a58-8a8bc142544b · outbound

This paper cites A Survey of Outlier Detection Methodologies,.

Anomaly Detection and Improvement of Clusters using Enhanced K-Means Algorithm A Survey of Outlier Detection Methodologies,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:21.923700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5b27bd1d-972a-4016-800e-e6548862fc0e · outbound

This paper cites an unresolved cited work.

Anomaly Detection and Improvement of Clusters using Enhanced K-Means Algorithm Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:21.786995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1b7f3cd1-ea79-4d7c-9094-20f4ecd5614b · outbound

This paper cites an unresolved cited work.

Anomaly Detection and Improvement of Clusters using Enhanced K-Means Algorithm Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:21.666836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e76588b2-4dee-416c-b0d7-aa2f007fa8ec · outbound

This paper cites Outliers in statistical data.

Anomaly Detection and Improvement of Clusters using Enhanced K-Means Algorithm Outliers in statistical data

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:21.555429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c4c5423c-1cfe-468f-be89-a11cabc84b4f · outbound

This paper cites an unresolved cited work.

Anomaly Detection and Improvement of Clusters using Enhanced K-Means Algorithm Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:21.437520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 80b424aa-399f-4fb6-8c80-aa437a73537e · outbound

This paper cites Exploratory Data Analysis.

Anomaly Detection and Improvement of Clusters using Enhanced K-Means Algorithm Exploratory Data Analysis

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:35:21.275483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 88e4bebf-ae5c-4fa0-b450-9b29dad19266 · outbound

This paper cites an unresolved cited work.

Anomaly Detection and Improvement of Clusters using Enhanced K-Means Algorithm Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:35:21.099176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a6c32cde-a3aa-444f-8873-94b1d65e4720 · outbound

This paper cites K-means clustering with outlier removal.

Anomaly Detection and Improvement of Clusters using Enhanced K-Means Algorithm K-means clustering with outlier removal

Reference 9

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T12:35:20.920196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.