Paper Citation Record · LEDGER

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations

As of 21 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2507.00234.

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

pith.paper-citation-record.v1
2507.00234 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:27:05.668619Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

26 of 26 outbound references displayed

verified exact1
verified fuzzy15
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7c14833b-f90e-4b86-b993-9bd74b98d822 · outbound

This paper cites Molnar, Interpretable Machine Learning.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Molnar, Interpretable Machine Learning

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:06.698479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 84a0f167-4f1a-443b-9adc-dd122881bc18 · outbound

This paper cites Zhang, L.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Zhang, L

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:06.681128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f507faac-4d62-4143-907c-36e4141bd7bc · outbound

This paper cites an unresolved cited work.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:27:06.666468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a2451df8-d71f-452c-859c-64501954e9f1 · outbound

This paper cites an unresolved cited work.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:27:06.648113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 52f0e9bf-2375-4f96-b38e-7abc425d308b · outbound

This paper cites Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:27:05.544103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd8f99ee-0eb2-4530-9ff9-cae2bd7f1732 · outbound

This paper cites an unresolved cited work.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:27:06.634217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2279f8de-dedb-47d9-9e90-6e4ec6f6394c · outbound

This paper cites V aswani, N.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations V aswani, N

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:06.620389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9f4b8767-eb8b-4bf5-bbe4-fcb84e853c53 · outbound

This paper cites Abnar and W.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Abnar and W

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:06.607194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 633fa18e-f979-4265-81e8-e7d2935055bc · outbound

This paper cites an unresolved cited work.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:27:06.593945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation be1ff187-c19a-447f-9a8f-44fd647cba12 · outbound

This paper cites an unresolved cited work.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:27:06.580248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9289c0f9-a2b4-465a-8a47-0b1d8e5c9ae5 · outbound

This paper cites why should i trust you?.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations why should i trust you?

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:06.567081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 68ac830e-085f-4f6a-bb6a-27cac7f36f7d · outbound

This paper cites Jain and B.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Jain and B

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:06.553590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d0353c0c-6c48-4250-8bd2-250c1324485b · outbound

This paper cites an unresolved cited work.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:27:06.538671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3d12335e-6df3-4654-b634-65e221e8943a · outbound

This paper cites an unresolved cited work.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:27:06.525015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 561076cc-bad4-43ec-b5a8-9d8572344576 · outbound

This paper cites an unresolved cited work.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:27:06.512063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 09c3c3ce-802a-49ee-b1a5-829bed88408b · outbound

This paper cites Erhan, Y.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Erhan, Y

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:06.498920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 06cfb231-6fbe-495d-b47b-0201113cf453 · outbound

This paper cites Raffel, N.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Raffel, N

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:06.485109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f4ab9437-ccff-4124-9b82-9b58081bf5ea · outbound

This paper cites On the (In)fidelity and Sensitivity for Explanations.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations On the (In)fidelity and Sensitivity for Explanations

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T21:27:05.630097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac4f07ba-1cdf-423b-a9f8-cd3b14626b11 · outbound

This paper cites Candanedo, D.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Candanedo, D

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:06.471268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation edda0fcc-7278-43e8-9372-2dbadb292769 · outbound

This paper cites Akiba, S.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Akiba, S

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:06.456694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 869b8dbb-2cfb-4f9b-aea4-7f6833d25c8a · outbound

This paper cites Paszke, S.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Paszke, S

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:06.439944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 241186b3-a740-4f29-828d-ccd69bdc37c6 · outbound

This paper cites Papineni, S.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Papineni, S

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:06.361805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0aaee767-a1d4-4d49-99cb-a278ef95e8d9 · outbound

This paper cites Lin, ‘‘Rouge: A package for automatic evaluation of summaries,’’ in ACL Workshop, 2004.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Lin, ‘‘Rouge: A package for automatic evaluation of summaries,’’ in ACL Workshop, 2004

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:06.202602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e0c135e4-6b92-4d4e-bba4-d563ff505689 · outbound

This paper cites Alvarez-Melis and T.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Alvarez-Melis and T

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:06.039670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0e50e3a1-0edf-4cc2-bd0f-3b0bae34f16c · outbound

This paper cites Zhang, J.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Zhang, J

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:27:05.950705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 69e41840-30c2-455d-ac8a-31ce8b898e27 · outbound

This paper cites Penalized Likelihood Methods for Estimation of Sparse High Dimensional Directed Acyclic Graphs.

Interpretable AI for Time-Series: Multi-Model Heatmap Fusion with Global Attention and NLP-Generated Explanations Penalized Likelihood Methods for Estimation of Sparse High Dimensional Directed Acyclic Graphs

Reference 2009

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:27:05.774389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.