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Paper Citation Record · LEDGER

giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2004.02551.

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

pith.paper-citation-record.v1
2004.02551 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:36:39.639267Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T11:53:24.456784Z

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 9869aeb7-a552-4a77-8e91-6bb46b760f94 · inbound

Improving Remote Sensing Classification using Topological Data Analysis and Convolutional Neural Networks cites this paper.

Improving Remote Sensing Classification using Topological Data Analysis and Convolutional Neural Networks giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T17:36:39.639267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:36:39.639267Z digest=sha256:15266538cf88de6decca555c1a18778387e18e56d5d201f01c016d7dc0c915c7

Observation f1609020-5692-4f65-a06b-4e6fbf93d689 · inbound

Beyond Explained Variance: A Cautionary Tale of PCA cites this paper.

Beyond Explained Variance: A Cautionary Tale of PCA giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:29:22.371918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-14T18:28:50.985913Z digest=sha256:3a9e2aaef9ee3cfe4d4e56ad2a3fa84ae8f361c85144984e50d132495ca36aeb

Observation 3cfd8c42-fd88-40cd-9c3d-5ac5c8356607 · inbound

Beyond Explained Variance: A Cautionary Tale of PCA cites this paper.

Beyond Explained Variance: A Cautionary Tale of PCA giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-20T21:23:44.462621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-20T21:20:08.319862Z digest=sha256:6fb8ceb634f3d402d075f3b1aac715f86388ebcfca8fe017dc67578012089079

Observation ce096b60-8d96-4058-aa17-8880f85c95bf · inbound

Uncovering Trajectory and Topological Signatures in Multimodal Pediatric Sleep Embeddings cites this paper.

Uncovering Trajectory and Topological Signatures in Multimodal Pediatric Sleep Embeddings giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:49:44.513526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-15T04:46:04.043442Z digest=sha256:f2b547d0d46d9e7c3eac2eebed1892ea38f8d5b87cc5c92d710d4238b5ff57e7

Observation e4201303-3c0e-4c79-895c-992cb7a3e0ae · inbound

Quantum encodings that preserve persistent homology cites this paper.

Quantum encodings that preserve persistent homology giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-06-29T11:53:24.458155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-29T11:45:53.392594Z digest=sha256:e94c314e2d665e0fa42fcff01529fc8a847eacf1ca53c40431567283ade39275