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Paper Citation Record · LEDGER

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series

As of 7 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2607.18748.

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

pith.paper-citation-record.v1
2607.18748 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T14:31:56.968307Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

38 of 38 outbound references displayed

  • verified exact7
  • verified fuzzy0
  • unresolved31
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9083e6c2-56b9-42df-9838-22fa126af87f · outbound

This paper cites Counterfactual.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Counterfactual

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T14:31:52.077931Z digest=sha256:8c4b8b85372bc40966a55e63dc31c245dc48f57f72b7aa83926d00d09c5cc187

Observation 666de5f9-9f88-4264-82ac-4d80fd6f09a9 · outbound

This paper cites Machine Learning , author =.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Machine Learning , author =

Reference 2

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doi, observed 2026-08-01T14:33:23.330938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-01T14:31:52.162256Z digest=sha256:917ba78662473de24e70bc2ecbc23800b968e59906d1dae4ce3155e7d661f0c1

Observation 045dcbe7-b271-4844-a1fd-d2a4ccbf5d69 · outbound

This paper cites an unresolved cited work.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Unresolved cited work

Reference 3

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source=arxiv_source observed=2026-08-01T14:31:52.310205Z digest=sha256:c7de5dcd8dcd9a29bb334079020a3ba9d90441098decdf0e0aeaf9947e572ab6

Observation 42ecf41a-0f7f-4967-a1f0-28738641c2d1 · outbound

This paper cites doi:10.1109/ICMLA55696.2022.00013 , booktitle =.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series doi:10.1109/ICMLA55696.2022.00013 , booktitle =

Reference 4

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source=arxiv_source observed=2026-08-01T14:31:52.420932Z digest=sha256:56183d08891e73ed436ca1ee6ac55776cc74b44be2dfef4b67ce60bb9fdb0386

Observation 3ea1142f-e3d5-4d94-8f5e-d830bdf8a437 · outbound

This paper cites an unresolved cited work.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Unresolved cited work

Reference 5

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source=arxiv_source observed=2026-08-01T14:31:52.572190Z digest=sha256:9f044009419ceb199b5a30fafb3da9f0f74df8cac75d518a0b9b4cf498ce67ac

Observation 245f031a-85a7-41d4-8531-e47280ee9257 · outbound

This paper cites ACM Computing Surveys , author =.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series ACM Computing Surveys , author =

Reference 6

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source=arxiv_source observed=2026-08-01T14:31:52.740185Z digest=sha256:8ccd69b38fbabf862fb87a77b798ce3805a2bb18788e7945deadf690a7ad589b

Observation f7223373-81fc-4bd1-8658-9e1b98ef3a65 · outbound

This paper cites Knowledge and Information Systems , author =.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Knowledge and Information Systems , author =

Reference 7

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doi, observed 2026-08-01T14:33:23.152611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-01T14:31:52.941357Z digest=sha256:c0e0c638b160c0e3dee8aed26e708499eea6ffe1f7f1fe4dd4a9712460c654fd

Observation d7b6d15d-7755-43a2-9033-43784eccbe6e · outbound

This paper cites , year =.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series , year =

Reference 8

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doi, observed 2026-08-01T14:33:23.077055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-01T14:31:53.134582Z digest=sha256:cead24e5b1f1f3687834a1d1b4185bd9643109c0d086d2b331c8db3ab42bc3cd

Observation 7ba985ac-eeae-451f-85f1-3c3d64529f90 · outbound

This paper cites and Coskun, Ayse K.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series and Coskun, Ayse K

Reference 9

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source=arxiv_source observed=2026-08-01T14:31:53.261451Z digest=sha256:b42b3595fcc408908077d28ffe926b47a38fc7dfc53e1edbd43f2c78d82867e6

Observation 0d9ca67a-2e75-4a3e-98b9-8d12b1fc0542 · outbound

This paper cites Learning.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Learning

Reference 10

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doi, observed 2026-08-01T14:33:22.999995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-01T14:31:53.340456Z digest=sha256:6374a047a8c232ae1a5062312288a18c7adce57074cfc24c67682e51772e3219

Observation 94714299-9263-4bc5-94fb-4be3e932c294 · outbound

This paper cites an unresolved cited work.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Unresolved cited work

Reference 11

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doi, observed 2026-08-01T14:33:22.926456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation a7729555-79b3-49d9-b32d-3e10a47e2e8e · outbound

This paper cites Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , author =.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies , author =

Reference 12

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Observation 31896ffc-6063-46bd-b56a-49aba90ed276 · outbound

This paper cites Interpretability.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Interpretability

Reference 13

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source=arxiv_source observed=2026-08-01T14:31:53.645801Z digest=sha256:d720194d963a6e5e93591ec42b1904577fbb9b688d595a0436e7329c46b9059c

Observation e933664b-5ba1-4e92-be0f-bc6b851a17b6 · outbound

This paper cites an unresolved cited work.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Unresolved cited work

Reference 14

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source=arxiv_source observed=2026-08-01T14:31:53.754461Z digest=sha256:2e6810b262de848eb25ad29003220bff97c5358dd0cb3eea362fa80af6c116ce

Observation c6c5ddda-c27b-469c-a2e2-2a583752b0cf · outbound

This paper cites Explaining Classifiers with Causal Concept Effect (CaCE).

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 15

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Observation 05291d31-6677-448f-87ef-47e3634de93e · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , author =.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Proceedings of the AAAI Conference on Artificial Intelligence , author =

Reference 16

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source=arxiv_source observed=2026-08-01T14:31:53.987730Z digest=sha256:6026bc077acba5ee60cd63c939bbfbe29f7459b6c0876a11b009e512c5d17fc9

Observation 56514c20-6048-4050-9012-fb2c66e7a8fc · outbound

This paper cites an unresolved cited work.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Unresolved cited work

Reference 17

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source=arxiv_source observed=2026-08-01T14:31:54.131219Z digest=sha256:681e0644ce8e364eaf310b53b5a4437f6e60f98f150d0cc2e43a3ea9b9149a1f

Observation 5055f529-3d96-430e-9a0e-7326394ea974 · outbound

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

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Diverse Counterfactual Explanations for Anomaly Detection in Time Series

Reference 18

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source=arxiv_source observed=2026-08-01T14:31:54.289213Z digest=sha256:29cc127eae7ff7e2ebcb2688f677772be1063278d0f733d0bdbe02ba5ee9f81f

Observation d4f66d5a-30c1-4d4a-86b1-c808d353db10 · outbound

This paper cites Comparative review of selection techniques in genetic algorithm , doi =.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Comparative review of selection techniques in genetic algorithm , doi =

Reference 19

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Observation 55b3eede-6bfd-4959-9102-202ee1b6356d · outbound

This paper cites Time series classification from scratch with deep neural networks:.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Time series classification from scratch with deep neural networks:

Reference 20

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Observation 7c986cf7-dcf4-47cc-803b-dd46cf29a742 · outbound

This paper cites arXiv preprint arXiv:2603.27792 , doi=.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series arXiv preprint arXiv:2603.27792 , doi=

Reference 21

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Observation 95f5f713-abfc-4c74-b981-ea4a4448ff49 · outbound

This paper cites Explanation in artificial intelligence:.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Explanation in artificial intelligence:

Reference 22

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Observation 122b4172-13a2-4fca-80b7-29e27c34a52b · outbound

This paper cites an unresolved cited work.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Unresolved cited work

Reference 23

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Observation 36dfac5b-42f1-452e-b828-46491839b46c · outbound

This paper cites Explainable.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Explainable

Reference 24

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Observation 8d1ed73e-a973-4a6e-a0b3-77c0e62c0c7b · outbound

This paper cites , year =.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series , year =

Reference 25

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Observation 6baa0a45-362d-416a-b42c-492df3570963 · outbound

This paper cites an unresolved cited work.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Unresolved cited work

Reference 26

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Observation f677b223-8484-4c76-8d7c-e856003438cb · outbound

This paper cites Multimedia Tools and Applications , pages=.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Multimedia Tools and Applications , pages=

Reference 27

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Observation 3c37648a-87a4-4783-90a8-45d8ec1d08b5 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , author =.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Proceedings of the AAAI Conference on Artificial Intelligence , author =

Reference 28

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 24d4af9e-c3ab-41ee-afce-6083f43cc3c5 · outbound

This paper cites Data Mining and Knowledge Discovery , author =.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Data Mining and Knowledge Discovery , author =

Reference 29

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Observation 3828e4b3-d259-4b6b-b01e-1c013d6494cf · outbound

This paper cites Journal of Intelligent Information Systems , author =.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Journal of Intelligent Information Systems , author =

Reference 30

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation fd7727a1-f826-4354-900e-0fd56ea13adb · outbound

This paper cites an unresolved cited work.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Unresolved cited work

Reference 31

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Observation dcb9348e-d538-42b2-a67b-a998fed02900 · outbound

This paper cites Journal of Open Source Software , volume=.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Journal of Open Source Software , volume=

Reference 32

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Observation 95de0e6a-742d-4b52-9479-77749be19e8c · outbound

This paper cites 1989 , publisher=.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series 1989 , publisher=

Reference 33

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Observation 9a460b57-62cd-4189-973c-179998182c78 · outbound

This paper cites The UEA multivariate time series classification archive, 2018.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series The UEA multivariate time series classification archive, 2018

Reference 34

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Observation 852298bc-5e17-4362-a647-1443ff14c144 · outbound

This paper cites IEEE/CAA Journal of Automatica Sinica , author =.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series IEEE/CAA Journal of Automatica Sinica , author =

Reference 35

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source=arxiv_source observed=2026-08-01T14:31:56.507002Z digest=sha256:272f006838ff8ff398d6f681e001fd60be0a165a74e5e72c57c613ae75b1c00a

Observation 3b17d4db-61f9-4df8-87aa-c3197b444a0b · outbound

This paper cites 1994 , publisher=.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series 1994 , publisher=

Reference 36

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Observation 9f1abf3d-97d1-4228-a941-ae733c9412cd · outbound

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ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series 2019 , publisher=

Reference 37

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Observation 45342733-21fe-44dc-b8b2-fb2fa0879b80 · outbound

This paper cites C-SHAP for time series: An approach to high-level temporal explanations.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series C-SHAP for time series: An approach to high-level temporal explanations

Reference 38

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Pith citing papers

No inbound Pith citation observations are available.