Paper Citation Record · LEDGER

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods

As of 22 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2606.07789.

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

pith.paper-citation-record.v1
2606.07789 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T22:35:04.845705Z

measured 40 of 40 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 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

40 of 40 outbound references displayed

verified exact3
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e1cdad84-90b2-46d6-9193-8fa857926db5 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85f05fd3-149a-411b-b7cf-1d12eafab2d2 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a11e6c0f-dd83-454c-bb62-0edee7705514 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3b33342-fdb0-4250-a6e2-e83b17aeadc4 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 785c1b24-47e2-4037-b56f-5543dba45781 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4e77dfb-f7ec-4e2d-b69f-89a8f7409b7f · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c35d130b-a2ef-4c3e-ab59-5f3edd3d116c · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e135fb60-5626-4322-85b2-a59b4518bc2e · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09d7f8ab-4b02-4a4f-9805-c3878253f4b8 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31902efa-2549-4255-80b8-3440a0c491fa · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71d0f335-a16e-449f-a3c6-f079bea50601 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48cdbca6-d29e-4245-87b7-a2bb742f3c16 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43cf6357-92f9-479d-bda0-ebfd10655f2f · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77ac36ab-4cb1-44e8-abee-ef88ce6cbf1c · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1910e290-6125-4b8f-80c5-69184ed9f332 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0864d518-0464-4dfd-b510-5206df498c35 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb7b60a1-661c-4769-94d8-59a30ed1947a · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8324f70-4708-467b-a07c-99771a607a6c · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97f9d32c-7ad7-403f-a4c7-fbbe1d4c18a9 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 225c6015-5f9f-41d6-a43d-40f94c978206 · outbound

This paper cites CapyMOA: Efficient Machine Learning for Data Streams and Online Continual Learning in Python.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods CapyMOA: Efficient Machine Learning for Data Streams and Online Continual Learning in Python

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-07-02T16:27:09.787122Z

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.

Observation cc63885d-c05a-45c1-9db1-cdd19007034c · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd1eb470-c1a3-4b02-8038-e080b02894ee · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abc2b2b6-339d-4805-8ae0-4bc430d10ada · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 400a3520-f311-498c-a9c1-ee878ac0bfa6 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 263aaf0d-0cb9-4129-bceb-36281d92cd14 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8d9f0ba-36e4-4e5f-a306-f3ac84a1f1cf · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04a210c7-7ea1-488a-aa28-785efc8d9f44 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 217798a8-83db-4a07-83c4-be229180a615 · outbound

This paper cites Automatic Model Monitoring for Data Streams.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Automatic Model Monitoring for Data Streams

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:27:09.781293Z

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.

Observation 16a1ad34-4343-4caa-9335-b9ddbfdd3790 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85d80537-355b-4c4f-b357-779ad7e1f79e · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4aed67b4-534d-42f1-a7bc-e7f27d0b7713 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb00da98-6fe7-4871-b7cb-5f9984c5e82a · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fa3d342-6f18-4323-8a76-ef1af0534d23 · outbound

This paper cites Akoglu.Graph based anomaly detection and description: a survey.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Akoglu.Graph based anomaly detection and description: a survey

Reference 33

Resolution: malformed identifier; doi_truncated, observed 2026-06-27T22:41:23.855498Z

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.

Observation 928895eb-9ea6-4d9e-b875-b9ec6cba066d · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff0bd0ed-9ca9-4fff-88e6-b01acad9bb4f · outbound

This paper cites Evaluation for Regression Analyses on Evolving Data Streams.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Evaluation for Regression Analyses on Evolving Data Streams

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:27:09.788299Z

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.

Observation 43877a70-c56e-4227-9182-3c0b686aff52 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee8911fc-351a-40c1-b2c8-37003e59088f · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2bf4ec5-d39e-4274-9565-cd632720ce80 · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f4b732e-1190-4d33-b2c3-a21a0b26993b · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f5ec5d0-6018-42e1-9ed3-9735926b266a · outbound

This paper cites an unresolved cited work.

A Framework for Evaluating and Benchmarking Concept Drift Detection Methods Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-27T22:35:04.845705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.