Paper Citation Record · LEDGER

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material

As of 9 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2512.10659.

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

pith.paper-citation-record.v1
2512.10659 v3

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T17:10:47.287343Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

52 of 52 outbound references displayed

verified exact2
verified fuzzy0
unresolved50
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 222df317-1797-4731-bb5d-bff57e0d3691 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:40.742626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a63c10a7-3ca6-44a5-805b-3e72abaff5d0 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:40.894149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc95816e-89d8-4fe4-a109-759c2e0e6d0f · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:40.979636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c99ae18-7c30-4436-bede-26749139d936 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:41.069127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f46ac5a5-4208-4037-9927-4f2bae105475 · outbound

This paper cites 1996.Voronoi Diagrams.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material 1996.Voronoi Diagrams

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:41.160048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4619c5bf-3d51-445f-908f-8fa1e2c74723 · outbound

This paper cites 1994.Outliers in Statistical Data(3 ed.).

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material 1994.Outliers in Statistical Data(3 ed.)

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:41.329031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92769ac1-6f59-4bd8-8db9-c2fc25ab3efe · outbound

This paper cites Show Me How.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Show Me How

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:41.440070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80815d4b-40e4-4308-84f2-cbc94b14807e · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:41.522421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1402441f-ac2a-4d8e-9511-7c75f5e7cdd3 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:41.634743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13874c6a-1ec5-4005-b5c3-c4891b4df5bd · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:41.723829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aedf83b6-733c-4b36-be38-bede7a4acf28 · outbound

This paper cites Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:41.840763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e06cff90-1060-4ad7-bfed-ea0b926d3610 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:41.954023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c025ef7e-67b0-4d7f-bdb5-a6c51553d0ff · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:42.069897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4d35980-fa56-49d6-ba06-41b2193fdfff · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:42.129520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a1f7a17-7098-419f-afba-a650435de7c4 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:42.233527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bc106d5-d5f5-4a7d-b3f1-01809fce5c1d · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:42.349735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dffc3127-baf8-4b04-a481-33f135a591bf · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:42.437972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc122a5b-9c9e-4fbd-80fc-500acb561dda · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:42.498531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8d4b1d1-470a-4ef4-8604-09c0f3241822 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:42.516294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 282dc0bd-05d6-4a1f-8bd3-52027cd54f89 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:42.626310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f47d8882-e559-4da8-b32f-d1364d39cc86 · outbound

This paper cites Michael Knorr and Raymond T.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Michael Knorr and Raymond T

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:42.796520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 175ead11-1624-4239-91de-e5b023fdebb2 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:42.967651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d383397-7283-4095-bb44-8e048d3f02fe · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:43.061799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af2d8570-7c84-47e2-a3ee-bce1a236a0cb · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:43.210143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d56ca64-4a1e-4ab8-a6fa-a4c1039d8a7d · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:43.372765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0d3421f-fea8-4d07-a507-ed51651b2d35 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:43.643792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 014fa37f-3fc6-4095-b64c-3c126fcfe06a · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:43.807094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8b1fcd8-6bd3-4f4f-b883-4008ca6c5cf4 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:43.952236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da2dd2d1-2ee0-46e6-bf88-5fe249bb4a35 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:44.200969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f26b2a45-e048-47ef-b5ac-fae79d355bdd · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:44.307094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc4e9719-5cb8-42e3-bf64-a90479121d7b · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:44.388661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc924920-690b-4e18-8fdd-70dab7bdf167 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:44.467912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d81591e-6118-49d9-acff-a55c65054345 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:44.657506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 060bbc81-9bcd-4ab6-8bd1-2a8fb1126ca2 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:44.861057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ab89414-6eb5-4c7b-867c-09fafa564345 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:44.982998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca63d981-74cd-41c5-af70-fc59bcfda7d3 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:45.133608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dcd1d80-3659-45b5-bf57-860a328f9b1a · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 37

Resolution: verified exact; doi, observed 2026-08-03T17:13:30.616154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7f5c36b6-ab40-4c8d-afae-c7e6c7e3cda4 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:45.383502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0668eace-dd50-4b51-a0bd-9276268f88a2 · outbound

This paper cites Diverse Counterfactual Explanations for Anomaly Detection in Time Series.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Diverse Counterfactual Explanations for Anomaly Detection in Time Series

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:45.502455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 088d33c6-654c-41b3-8977-dfbad645465b · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:45.630107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f3d06cd-7258-4604-985f-2667903ff101 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:45.878944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fa26867-28a9-46b7-8287-1697318af159 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:46.048707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaf8d7a9-dd90-43f2-9783-28d7af89e069 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:46.459420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bd45500-b837-411b-8817-3e5a80b28dba · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:46.611419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c94154f-7c5f-4dc9-ab38-c70e4d60f29d · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:46.785370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1e3f867-170a-43ec-81c0-844c72b11674 · outbound

This paper cites Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:46.337609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 751dc6ad-3548-441c-b13a-2b33d61bc368 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:47.121219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0e590bc-41ca-4410-b79d-82d99b1b41f6 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 49

Resolution: verified exact; doi, observed 2026-08-03T17:13:30.480696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e99eec80-83d8-428d-a0ad-6717fad53285 · outbound

This paper cites an unresolved cited work.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:46.951433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c8ce1f5-15ad-43be-b5df-59f75fe2ab0d · outbound

This paper cites InProceedings of the AAAI/ACM Conference on AI, Ethics, and Society.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material InProceedings of the AAAI/ACM Conference on AI, Ethics, and Society

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:44.746887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 431c106d-6e8a-4e8f-a06b-53997d7ba507 · outbound

This paper cites In2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA).

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material In2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:45.765590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf3e48c3-8a1c-4589-a85d-0fa65de95730 · outbound

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DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Knowledge and Information Systems66, 12 (2024), 7437–7468

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T17:10:44.079878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.