Paper Citation Record · LEDGER

The Effects of Data Quality on Machine Learning Performance on Tabular Data

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2207.14529.

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

pith.paper-citation-record.v1
2207.14529 v6

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:54:21.476615Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-17T04:08:59.929552Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 6b6bd40b-762b-4cc5-a8b2-4772ec229415 · inbound

Stress-Testing ML Pipelines with Adversarial Data Corruption cites this paper.

Stress-Testing ML Pipelines with Adversarial Data Corruption The Effects of Data Quality on Machine Learning Performance on Tabular Data

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:54:21.476615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39ad6aae-1f90-491b-8d80-92d88ef709bb · inbound

Eco-Friendly AI: Unleashing Data Power for Green Federated Learning cites this paper.

Eco-Friendly AI: Unleashing Data Power for Green Federated Learning The Effects of Data Quality on Machine Learning Performance on Tabular Data

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T14:58:14.136104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61a89dd5-3520-4a5b-9a5c-da7da60acb1b · inbound

Unfolding Data Quality Dimensions in Practice: A Survey cites this paper.

Unfolding Data Quality Dimensions in Practice: A Survey The Effects of Data Quality on Machine Learning Performance on Tabular Data

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:12.537720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ba5044c-b3f5-49ed-9a04-1e7cfab4ad7f · inbound

Trust and Reputation in Data Sharing: A Survey cites this paper.

Trust and Reputation in Data Sharing: A Survey The Effects of Data Quality on Machine Learning Performance on Tabular Data

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T18:47:19.002342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b329602d-e427-4349-a156-809ed77e007d · inbound

Exploring Quantum Machine Learning for Weather Forecasting cites this paper.

Exploring Quantum Machine Learning for Weather Forecasting The Effects of Data Quality on Machine Learning Performance on Tabular Data

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T12:38:03.128830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cadf695-8e29-4d53-8917-74af1a876687 · inbound

Does the Model Say What the Data Says? A Simple Heuristic for Model Data Alignment cites this paper.

Does the Model Say What the Data Says? A Simple Heuristic for Model Data Alignment The Effects of Data Quality on Machine Learning Performance on Tabular Data

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-14T01:20:39.980062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 55f9d3a7-daea-43e2-bf80-955a1e5b83c8 · inbound

Geometric 2D Scene Graph Generation cites this paper.

Geometric 2D Scene Graph Generation The Effects of Data Quality on Machine Learning Performance on Tabular Data

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T05:08:53.157338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.