Paper Citation Record · LEDGER

Challenges in Evaluating Explanation Methods for Static and Evolving Data

As of 10 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2608.06351.

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

pith.paper-citation-record.v1
2608.06351 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:40:28.262423Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

31 of 31 outbound references displayed

verified exact2
verified fuzzy18
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bb143bd0-58b6-462c-a743-623a680cd3d5 · outbound

This paper cites Nature Machine Intelligence5, 1006–1019 (09 2023).

Challenges in Evaluating Explanation Methods for Static and Evolving Data Nature Machine Intelligence5, 1006–1019 (09 2023)

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:28.095774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c39c0ff3-ec98-445d-b340-92a522df37cd · outbound

This paper cites Information fusion58, 82–115 (2020).

Challenges in Evaluating Explanation Methods for Static and Evolving Data Information fusion58, 82–115 (2020)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:28.101275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6810bcba-10d3-4da8-b2b4-9f66229d78e2 · outbound

This paper cites Advances in Neural Information Processing Systems29(2016) 12 Jerzy Stefanowski.

Challenges in Evaluating Explanation Methods for Static and Evolving Data Advances in Neural Information Processing Systems29(2016) 12 Jerzy Stefanowski

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:29.146032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 28e6ef25-ec75-47a7-b554-9b97db828fbb · outbound

This paper cites In: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence.

Challenges in Evaluating Explanation Methods for Static and Evolving Data In: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:29.117647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 46fce5b5-662a-44ed-9a54-b6c65f4a591b · outbound

This paper cites Towards A Rigorous Science of Interpretable Machine Learning.

Challenges in Evaluating Explanation Methods for Static and Evolving Data Towards A Rigorous Science of Interpretable Machine Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:28.117594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7246978e-2f9b-4976-88b2-2f9708a97d71 · outbound

This paper cites Master’s thesis, Poznan University of Technology, Faculty of Computer Science and Telecommunication (2023).

Challenges in Evaluating Explanation Methods for Static and Evolving Data Master’s thesis, Poznan University of Technology, Faculty of Computer Science and Telecommunication (2023)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:29.093935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 91b1c538-90f1-4298-906d-dff876cfccbe · outbound

This paper cites Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels.

Challenges in Evaluating Explanation Methods for Static and Evolving Data Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:28.130166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 569b91ed-54ac-430a-94b5-f0c37f93363e · outbound

This paper cites Artificial Intelligence291, 103428 (02 2021).

Challenges in Evaluating Explanation Methods for Static and Evolving Data Artificial Intelligence291, 103428 (02 2021)

Reference 8

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T04:40:28.688665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bec5e570-6f2d-4f97-9e20-b217de065fcd · outbound

This paper cites Data Mining and Knowledge Discovery pp.

Challenges in Evaluating Explanation Methods for Static and Evolving Data Data Mining and Knowledge Discovery pp

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:29.076767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f946331e-12c1-47fd-a66b-ff431cec46ef · outbound

This paper cites ACM computing surveys (CSUR)51(5), 1–42 (2018).

Challenges in Evaluating Explanation Methods for Static and Evolving Data ACM computing surveys (CSUR)51(5), 1–42 (2018)

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:28.145166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69ecd82f-71aa-4857-ac0b-642e9ea46b55 · outbound

This paper cites Statistical Science 21(1), 1–14 (2006).

Challenges in Evaluating Explanation Methods for Static and Evolving Data Statistical Science 21(1), 1–14 (2006)

Reference 11

Resolution: verified exact; doi, observed 2026-08-07T04:40:28.328405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1e999c60-c8dc-422e-b8ac-42515a520dfb · outbound

This paper cites Neurocomputing555, 126640 (2023).

Challenges in Evaluating Explanation Methods for Static and Evolving Data Neurocomputing555, 126640 (2023)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:29.048021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c610ab43-887b-4538-93a2-ec9a7fa189ef · outbound

This paper cites Information Fusion p.

Challenges in Evaluating Explanation Methods for Static and Evolving Data Information Fusion p

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:29.032443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 55d11aab-5e05-495d-83f7-cf499c0dd130 · outbound

This paper cites ACM Computing Surveys55(2), 1–38 (2022).

Challenges in Evaluating Explanation Methods for Static and Evolving Data ACM Computing Surveys55(2), 1–38 (2022)

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:28.168564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39ea85ba-2082-40c2-a462-7361ff9f8e4d · outbound

This paper cites In: Pro- ceedings of the Fortieth AAAI Conference on Artificial Intelligence.

Challenges in Evaluating Explanation Methods for Static and Evolving Data In: Pro- ceedings of the Fortieth AAAI Conference on Artificial Intelligence

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:29.016861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a7c03322-ec56-4c0b-8b43-92d1156804a5 · outbound

This paper cites Applied Sciences12(19) (2022).

Challenges in Evaluating Explanation Methods for Static and Evolving Data Applied Sciences12(19) (2022)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:28.995748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cb5053c2-92ab-41a8-b078-6ec888e724d3 · outbound

This paper cites IEEE Transactions on Knowledge and Data EngineeringPP, 1–1 (10 2018).

Challenges in Evaluating Explanation Methods for Static and Evolving Data IEEE Transactions on Knowledge and Data EngineeringPP, 1–1 (10 2018)

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T04:40:28.186265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6802097-7ec1-411f-aaf8-ae5eeacfd365 · outbound

This paper cites ACM Computing Surveys54(6) (Jul 2021).

Challenges in Evaluating Explanation Methods for Static and Evolving Data ACM Computing Surveys54(6) (Jul 2021)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:28.974228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f9104e27-d722-41b5-bbe6-aba4b2f84829 · outbound

This paper cites Frontiers in Artificial Intelligence (2022).

Challenges in Evaluating Explanation Methods for Static and Evolving Data Frontiers in Artificial Intelligence (2022)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:28.956564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5ed2b694-9610-4cb0-a093-96cf43a0f0b9 · outbound

This paper cites In: Proceedings of the 43rd International Conference on Machine Learning (ICML) (2026).

Challenges in Evaluating Explanation Methods for Static and Evolving Data In: Proceedings of the 43rd International Conference on Machine Learning (ICML) (2026)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:28.932959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 73397d0b-e31f-4949-b242-f7258075d1eb · outbound

This paper cites Algorithms18(7) (2025) Challenges in evaluating explanation methods.

Challenges in Evaluating Explanation Methods for Static and Evolving Data Algorithms18(7) (2025) Challenges in evaluating explanation methods

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:28.915880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0d9a3f96-146c-4d95-9330-819b06402940 · outbound

This paper cites ACM Comput.

Challenges in Evaluating Explanation Methods for Static and Evolving Data ACM Comput

Reference 22

Resolution: verified exact; doi, observed 2026-08-07T04:40:28.301179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 59d720b8-3f1d-4587-aa41-be251e2897b9 · outbound

This paper cites Computers and Electrical Engineering118, 109370 (2024).

Challenges in Evaluating Explanation Methods for Static and Evolving Data Computers and Electrical Engineering118, 109370 (2024)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:28.894622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8aebd55a-bbf5-4641-aa30-4913ad2270b7 · outbound

This paper cites In: Asian Conference on Intelligent Information and Database Systems ACIIDS 2023.

Challenges in Evaluating Explanation Methods for Static and Evolving Data In: Asian Conference on Intelligent Information and Database Systems ACIIDS 2023

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:28.869400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 79be0dd8-fc49-413c-aff5-cf888dee95c0 · outbound

This paper cites International Journal of Applied Mathematics and Computer Science34(1), 119– 133 (2024).

Challenges in Evaluating Explanation Methods for Static and Evolving Data International Journal of Applied Mathematics and Computer Science34(1), 119– 133 (2024)

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:28.837423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 53e52d21-169b-4be4-a7bf-ec0c62e8151c · outbound

This paper cites an unresolved cited work.

Challenges in Evaluating Explanation Methods for Static and Evolving Data Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:40:28.816289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1b756b2d-6055-479c-b0bb-1aa799932bd9 · outbound

This paper cites In: Joint European Confer- ence on Machine Learning and Knowledge Discovery in Databases.

Challenges in Evaluating Explanation Methods for Static and Evolving Data In: Joint European Confer- ence on Machine Learning and Knowledge Discovery in Databases

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:28.797280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6bfc9199-7bfd-4c6c-b56d-f98210dce4c7 · outbound

This paper cites Investigating the Relationship Between Debiasing and Artifact Removal using Saliency Maps.

Challenges in Evaluating Explanation Methods for Static and Evolving Data Investigating the Relationship Between Debiasing and Artifact Removal using Saliency Maps

Reference 28

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T04:40:28.528635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 05a88417-06a1-401c-9179-7cee4ae780e9 · outbound

This paper cites IEEE AccessPP, 1–1 (01 2025).

Challenges in Evaluating Explanation Methods for Static and Evolving Data IEEE AccessPP, 1–1 (01 2025)

Reference 29

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T04:40:28.501095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dacc4391-717b-4c8c-ac2c-634fbf19bd7c · outbound

This paper cites ACM Computing Surveys (2020).

Challenges in Evaluating Explanation Methods for Static and Evolving Data ACM Computing Surveys (2020)

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:28.772247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c30da967-496e-4174-83a4-a23e9ddda36d · outbound

This paper cites In: Proceedins of ECAI 2024 Conference, pp.

Challenges in Evaluating Explanation Methods for Static and Evolving Data In: Proceedins of ECAI 2024 Conference, pp

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:40:28.747199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.