Paper Citation Record · LEDGER

Towards Truly Unsupervised Evaluation of Feature Selection

As of 22 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2608.12057.

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

pith.paper-citation-record.v1
2608.12057 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:22:21.959970Z

measured 43 of 43 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

43 of 43 outbound references displayed

verified exact0
verified fuzzy26
unresolved15
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b9d1fc42-4c76-4cd4-8aa4-67ea51e86b62 · outbound

This paper cites IEEE Trans.

Towards Truly Unsupervised Evaluation of Feature Selection IEEE Trans

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.668623Z

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Observation 9998459f-2257-456c-8d2a-e429288683b6 · outbound

This paper cites an unresolved cited work.

Towards Truly Unsupervised Evaluation of Feature Selection Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:22:22.653535Z

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Observation 85736cee-8fd5-4ea5-8364-7199b60dccbf · outbound

This paper cites Journal of AI and Data Mining9(1), 31–38 (2021).

Towards Truly Unsupervised Evaluation of Feature Selection Journal of AI and Data Mining9(1), 31–38 (2021)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.637428Z

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Observation ebb6907e-31f4-4984-8c7d-a25ff4b9356b · outbound

This paper cites Springer (2006), ap- pendix or index reference to Kronecker deltaδij.

Towards Truly Unsupervised Evaluation of Feature Selection Springer (2006), ap- pendix or index reference to Kronecker deltaδij

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.622729Z

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Observation 59fb0863-e7a5-4c50-8c6e-123473ba4825 · outbound

This paper cites ACM Trans.

Towards Truly Unsupervised Evaluation of Feature Selection ACM Trans

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.608067Z

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Observation 1f89bfca-b7df-4f47-bc97-245ce67f3d61 · outbound

This paper cites an unresolved cited work.

Towards Truly Unsupervised Evaluation of Feature Selection Unresolved cited work

Reference 6

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Observation 6ddc9c94-da8a-4e2e-b552-ded226815403 · outbound

This paper cites Biological Cybernetics59(4-5), 291–294 (1988).

Towards Truly Unsupervised Evaluation of Feature Selection Biological Cybernetics59(4-5), 291–294 (1988)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.578936Z

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Observation f8f0ef9b-648d-4e98-b89f-22e370dce912 · outbound

This paper cites Neurocomputing300, 70–79 (2018).

Towards Truly Unsupervised Evaluation of Feature Selection Neurocomputing300, 70–79 (2018)

Reference 8

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Source-reported events for the cited work

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Observation 296043c1-fc64-4a30-a1a9-96af03a77903 · outbound

This paper cites In: Advances in Neural Information Processing Systems 26 (NIPS 2013) (2013).

Towards Truly Unsupervised Evaluation of Feature Selection In: Advances in Neural Information Processing Systems 26 (NIPS 2013) (2013)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.554137Z

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Observation 417d53f3-c3e6-4a1b-8a3f-9663d11e5624 · outbound

This paper cites In: Advances in Neural Information Processing Systems 26.

Towards Truly Unsupervised Evaluation of Feature Selection In: Advances in Neural Information Processing Systems 26

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.539015Z

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Observation a559b4ff-fb37-42fd-b8ab-b1401d4ed3dc · outbound

This paper cites Journal of Machine Learning Research7, 1–30 (2006).

Towards Truly Unsupervised Evaluation of Feature Selection Journal of Machine Learning Research7, 1–30 (2006)

Reference 11

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Source-reported events for the cited work

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Observation f9e5dcdb-9bcb-4e23-9865-1c7d01ae1a54 · outbound

This paper cites IEEE Trans.

Towards Truly Unsupervised Evaluation of Feature Selection IEEE Trans

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.514930Z

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Observation fa6e92d2-d8ed-4b0a-b9e7-55e364ef17e0 · outbound

This paper cites Journal of Machine Learning Research3, 1157–1182 (2003).

Towards Truly Unsupervised Evaluation of Feature Selection Journal of Machine Learning Research3, 1157–1182 (2003)

Reference 13

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Source-reported events for the cited work

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Observation 1a32fde1-fee4-4107-bf69-7660b8854f0b · outbound

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Towards Truly Unsupervised Evaluation of Feature Selection Unresolved cited work

Reference 14

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Observation c27f5037-78bf-47ae-b578-ee8818aea467 · outbound

This paper cites Advances in Neural Information Processing Systems18(2005).

Towards Truly Unsupervised Evaluation of Feature Selection Advances in Neural Information Processing Systems18(2005)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.475911Z

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Observation 56c7be33-6f89-4fd7-9d2f-10f48ac93a71 · outbound

This paper cites In: NIPS.

Towards Truly Unsupervised Evaluation of Feature Selection In: NIPS

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.460210Z

Source-reported events for the cited work

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Observation 5528f07e-8d32-4f35-b130-e5e4509ec378 · outbound

This paper cites an unresolved cited work.

Towards Truly Unsupervised Evaluation of Feature Selection Unresolved cited work

Reference 17

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Observation b0ddde4e-822a-4e8e-8299-2a80fdcf7669 · outbound

This paper cites Journal of classification2(1), 193– 218 (1985).

Towards Truly Unsupervised Evaluation of Feature Selection Journal of classification2(1), 193– 218 (1985)

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T00:22:21.848083Z

Source-reported events for the cited work

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Observation 7cde3d82-f6e8-4e17-bd1d-61ddfea44ed2 · outbound

This paper cites Neural Networks166, 188–203 (2023).

Towards Truly Unsupervised Evaluation of Feature Selection Neural Networks166, 188–203 (2023)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.417914Z

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 f572c239-11bd-4558-bebe-f58433459153 · outbound

This paper cites Naval Research Logistics Quarterly2(1-2), 83–97 (1955).

Towards Truly Unsupervised Evaluation of Feature Selection Naval Research Logistics Quarterly2(1-2), 83–97 (1955)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.403839Z

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Observation 86aaa073-bb20-418a-9738-24626474c8e3 · outbound

This paper cites ACM Computing Surveys50(6), 94:1–94:45 (2017).

Towards Truly Unsupervised Evaluation of Feature Selection ACM Computing Surveys50(6), 94:1–94:45 (2017)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.390095Z

Source-reported events for the cited work

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Observation 3c47ecdc-9a1a-46a0-8876-c933903c6983 · outbound

This paper cites Journal of Machine Learning Research9(11), 2579–2605 (2008) Towards Truly Unsupervised Evaluation of Feature Selection 15.

Towards Truly Unsupervised Evaluation of Feature Selection Journal of Machine Learning Research9(11), 2579–2605 (2008) Towards Truly Unsupervised Evaluation of Feature Selection 15

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.375583Z

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Observation 7e7e08d5-e068-47d4-bd99-d216af6442a3 · outbound

This paper cites Journal of Open Source Software3(29), 861 (2018).

Towards Truly Unsupervised Evaluation of Feature Selection Journal of Open Source Software3(29), 861 (2018)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.358381Z

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 c10864b7-5467-41c4-950d-306f311597e5 · outbound

This paper cites Algorithms14(3), 100 (2021).

Towards Truly Unsupervised Evaluation of Feature Selection Algorithms14(3), 100 (2021)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.343194Z

Source-reported events for the cited work

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Observation b0516171-e6e5-451d-afa2-edfc5d8f583c · outbound

This paper cites Lightspeed Geometric Dataset Distance via Sliced Optimal Transport.

Towards Truly Unsupervised Evaluation of Feature Selection Lightspeed Geometric Dataset Distance via Sliced Optimal Transport

Reference 25

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Observation 0f449e9b-5938-4e4c-8ebd-26650c1aeac3 · outbound

This paper cites Journal of Machine Learning Research18(174), 1–54 (2017).

Towards Truly Unsupervised Evaluation of Feature Selection Journal of Machine Learning Research18(174), 1–54 (2017)

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.327921Z

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 a944bca8-9c1b-4fb1-bb71-5d348f7d399f · outbound

This paper cites In: SISAP.

Towards Truly Unsupervised Evaluation of Feature Selection In: SISAP

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.311830Z

Source-reported events for the cited work

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Observation c71e8c56-b328-4f31-a181-60124b3c0f91 · outbound

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Towards Truly Unsupervised Evaluation of Feature Selection Unresolved cited work

Reference 28

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Source-reported events for the cited work

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Observation 74438544-1a84-4c73-9c11-4ca1d777f359 · outbound

This paper cites Foundations and Trends in Machine Learning11(5-6), 355–607 (2019).

Towards Truly Unsupervised Evaluation of Feature Selection Foundations and Trends in Machine Learning11(5-6), 355–607 (2019)

Reference 29

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Observation 1f0ea79f-b9c7-4369-9ecf-323dfb7455af · outbound

This paper cites In: Proceedings of The 33rd International Conference on Ma- chine Learning.

Towards Truly Unsupervised Evaluation of Feature Selection In: Proceedings of The 33rd International Conference on Ma- chine Learning

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.271078Z

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 661f1a0f-d920-43d5-9635-83985c11ff74 · outbound

This paper cites Worse than Random: The Importance of a Baseline for Unsupervised Feature Selection.

Towards Truly Unsupervised Evaluation of Feature Selection Worse than Random: The Importance of a Baseline for Unsupervised Feature Selection

Reference 31

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Observation 3acc3a52-c1f4-410e-9c4e-676f7318bb0b · outbound

This paper cites In: Similarity Search and Applications.

Towards Truly Unsupervised Evaluation of Feature Selection In: Similarity Search and Applications

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.253766Z

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Observation e5996ee1-b768-40d8-bc9b-ef28259b006a · outbound

This paper cites In: Similarity Search and Applications.

Towards Truly Unsupervised Evaluation of Feature Selection In: Similarity Search and Applications

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.236857Z

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 06f2a157-7172-4a5e-b759-dad5b6caba20 · outbound

This paper cites Metrics for Inter-Dataset Similarity with Example Applications in Synthetic Data and Feature Selection Evaluation -- Extended Version.

Towards Truly Unsupervised Evaluation of Feature Selection Metrics for Inter-Dataset Similarity with Example Applications in Synthetic Data and Feature Selection Evaluation -- Extended Version

Reference 34

Resolution: metadata mismatch; local_arxiv, observed 2026-08-16T00:22:22.063704Z

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Observation bfc2319a-65f0-4784-92dc-536ff4caaebb · outbound

This paper cites MARS: Magnitude-Aware Rank Statistics.

Towards Truly Unsupervised Evaluation of Feature Selection MARS: Magnitude-Aware Rank Statistics

Reference 35

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Source-reported events for the cited work

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Observation 46f88b04-94b9-4638-85c8-fffbb6527e49 · outbound

This paper cites Randomized PCA Forest for Unsupervised Outlier Detection.

Towards Truly Unsupervised Evaluation of Feature Selection Randomized PCA Forest for Unsupervised Outlier Detection

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T00:22:21.927586Z

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Observation 339f4fee-3353-4202-b04d-719abd817976 · outbound

This paper cites Expert Systems with Applications281 (2025).

Towards Truly Unsupervised Evaluation of Feature Selection Expert Systems with Applications281 (2025)

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.219069Z

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 d02ec90d-f20a-4d62-8c95-6b337d9fa299 · outbound

This paper cites FSEVAL: Feature Selection Evaluation Toolbox and Dashboard.

Towards Truly Unsupervised Evaluation of Feature Selection FSEVAL: Feature Selection Evaluation Toolbox and Dashboard

Reference 38

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Source-reported events for the cited work

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Observation 322ceea5-6518-498e-bcab-9a7b8655eefb · outbound

This paper cites International Journal of Computer Vision40(2), 99–121 (2000).

Towards Truly Unsupervised Evaluation of Feature Selection International Journal of Computer Vision40(2), 99–121 (2000)

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.197537Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fb1d1f8f-0c39-48b5-88b9-70797c410c53 · outbound

This paper cites Journal of Machine Learning Research10(1), 1–41 (2009).

Towards Truly Unsupervised Evaluation of Feature Selection Journal of Machine Learning Research10(1), 1–41 (2009)

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.179685Z

Source-reported events for the cited work

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Observation 48d73426-1a3f-471f-9965-f41238749b03 · outbound

This paper cites Springer, Berlin, Heidelberg (2009).

Towards Truly Unsupervised Evaluation of Feature Selection Springer, Berlin, Heidelberg (2009)

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.163178Z

Source-reported events for the cited work

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Observation a8cd9cb4-bf5a-49a6-bf44-6cb7680a3a0c · outbound

This paper cites In: ICML.

Towards Truly Unsupervised Evaluation of Feature Selection In: ICML

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:22:22.146040Z

Source-reported events for the cited work

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Observation ca2f0842-51b6-4fea-b97d-22186217548e · outbound

This paper cites an unresolved cited work.

Towards Truly Unsupervised Evaluation of Feature Selection Unresolved cited work

Reference 43

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Source-reported events for the cited work

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Pith citing papers

No inbound Pith citation observations are available.