Paper Citation Record · LEDGER

Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 24 inbound Pith citation observations for arXiv:2104.00950.

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

pith.paper-citation-record.v1
2104.00950 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 24 of 24 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:09:51.400209Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

118
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 3ab8f7e9-982a-4e8f-b974-42672255c08f · inbound

ST-Tree with Interpretability for Multivariate Time Series Classification cites this paper.

ST-Tree with Interpretability for Multivariate Time Series Classification Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-12T18:22:59.982830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6dc8c2f-ecf2-49a4-914e-08a069488d0a · inbound

Explainable AI for Multivariate Time Series Pattern Exploration: Latent Space Visual Analytics with Temporal Fusion Transformer and Variational Autoencoders in Power Grid Event Diagnosis cites this paper.

Explainable AI for Multivariate Time Series Pattern Exploration: Latent Space Visual Analytics with Temporal Fusion Transformer and Variational Autoencoders in Power Grid Event Diagnosis Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T10:51:03.228197Z

Source-reported events for the cited work

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Observation 2c228447-e58d-488d-975b-9c7d7cf3278f · inbound

Saliency Methods are Encoders: Analysing Logical Relations Towards Interpretation cites this paper.

Saliency Methods are Encoders: Analysing Logical Relations Towards Interpretation Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T13:54:19.270545Z

Source-reported events for the cited work

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Observation 05ace966-d213-4e9a-a93c-b121e898ee0b · inbound

Surrogate Modeling for Explainable Predictive Time Series Corrections cites this paper.

Surrogate Modeling for Explainable Predictive Time Series Corrections Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T23:53:39.066361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afd0a2e6-7108-444d-80e6-ce68214e9e37 · inbound

Multi-SpaCE: Multi-Objective Subsequence-based Sparse Counterfactual Explanations for Multivariate Time Series Classification cites this paper.

Multi-SpaCE: Multi-Objective Subsequence-based Sparse Counterfactual Explanations for Multivariate Time Series Classification Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T15:42:41.345070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1762a48c-b121-45f3-9ad5-f1497c3529bd · inbound

The State of Post-Hoc Local XAI Techniques for Image Processing: Challenges and Motivations cites this paper.

The State of Post-Hoc Local XAI Techniques for Image Processing: Challenges and Motivations Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-10T21:26:52.731269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e94167b-b4c0-4bb3-b5b9-97aa885f5e07 · inbound

Explainability for Vision Foundation Models: A Survey cites this paper.

Explainability for Vision Foundation Models: A Survey Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 218

Resolution: unresolved; no resolver link, observed 2026-08-10T17:26:35.831230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac749019-9b41-4640-b6c0-b86c8cc7b7c7 · inbound

Saliency Maps are Ambiguous: Analysis of Logical Relations on First and Second Order Attributions cites this paper.

Saliency Maps are Ambiguous: Analysis of Logical Relations on First and Second Order Attributions Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T15:27:09.387297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b1ac4c7-a59d-4204-9d06-24ed177828ec · inbound

Unlocking the Black Box: Analysing the EU Artificial Intelligence Act's Framework for Explainability in AI cites this paper.

Unlocking the Black Box: Analysing the EU Artificial Intelligence Act's Framework for Explainability in AI Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T15:02:00.988035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 012d8039-d0f9-4cfa-bffe-728d4bcd6585 · inbound

iTFKAN: Interpretable Time Series Forecasting with Kolmogorov-Arnold Network cites this paper.

iTFKAN: Interpretable Time Series Forecasting with Kolmogorov-Arnold Network Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T11:09:51.400209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce052c1e-acb2-4166-8a0d-715b65f3f6e5 · inbound

Development and Explainability of Models for Machine-Learning-Based Reconstruction of Signals in Particle Detectors cites this paper.

Development and Explainability of Models for Machine-Learning-Based Reconstruction of Signals in Particle Detectors Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T10:50:02.557186Z

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Unavailable: canonical work link unavailable.

Observation b28ee5e9-ec10-4643-a3df-c117808149f2 · inbound

CRITS: Convolutional Rectifier for Interpretable Time Series Classification cites this paper.

CRITS: Convolutional Rectifier for Interpretable Time Series Classification Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:33:01.099504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bb23550-8dab-42bc-a4d8-31e8d6d9b226 · inbound

Wafer Defect Root Cause Analysis with Partial Trajectory Regression cites this paper.

Wafer Defect Root Cause Analysis with Partial Trajectory Regression Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T13:38:47.830805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aea48f78-aced-4b4e-b753-5365dce539f9 · inbound

Cross-Process Defect Attribution using Potential Loss Analysis cites this paper.

Cross-Process Defect Attribution using Potential Loss Analysis Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-15T17:52:30.586506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88dfcbcf-fee1-44ad-85ed-2d5f60c68fbe · inbound

Exposing Vulnerabilities in Explanation for Time Series Classifiers via Dual-Target Attacks cites this paper.

Exposing Vulnerabilities in Explanation for Time Series Classifiers via Dual-Target Attacks Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-03T05:20:52.684386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b415ce5-13ad-439f-93a1-3aca9f15d087 · inbound

L2GTX: From Local to Global Time Series Explanations cites this paper.

L2GTX: From Local to Global Time Series Explanations Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-02T18:16:45.865858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e23e62c-47c5-443c-b1b2-95319ef807c8 · inbound

TFRBench: A Reasoning Benchmark for Evaluating Forecasting Systems cites this paper.

TFRBench: A Reasoning Benchmark for Evaluating Forecasting Systems Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:35:50.463191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cd555b39-88db-4bf9-9c10-056d94ee8a26 · inbound

Temporal Functional Circuits: From Spline Plots to Faithful Explanations in KAN Forecasting cites this paper.

Temporal Functional Circuits: From Spline Plots to Faithful Explanations in KAN Forecasting Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:36:09.100336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b6667651-f4ee-42b2-b64a-9665e909476f · inbound

ProtoSSL: Interpretable Prototype Learning from Unlabeled Time-Series Data cites this paper.

ProtoSSL: Interpretable Prototype Learning from Unlabeled Time-Series Data Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:00:56.725680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 53a5b5f9-6712-47ed-9011-b6988b84c992 · inbound

Reasoning-Aware Training for Time Series Forecasting cites this paper.

Reasoning-Aware Training for Time Series Forecasting Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:31:24.581868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f8d58c27-5d63-4418-b023-12d38252532c · inbound

On What We Can Learn from Low-Resolution Data cites this paper.

On What We Can Learn from Low-Resolution Data Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 101

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:32:19.198877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ba57634a-69cb-43c2-a185-725206d50094 · inbound

INSIGHTS: Demonstration-Based Summaries of Time Series Predictors cites this paper.

INSIGHTS: Demonstration-Based Summaries of Time Series Predictors Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:53:43.479905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 978d07c9-0d73-4652-a035-ecf7b776c9ec · inbound

Challenges of Explainability in Continual Learning for Time Series Forecasting cites this paper.

Challenges of Explainability in Continual Learning for Time Series Forecasting Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T09:16:52.041513Z

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Unavailable: canonical work link unavailable.

Observation 3b6008c7-95d8-4dd9-8f4e-415a008e1b54 · inbound

Context-Aware Concept Distillation for Trustworthy Flood Prediction cites this paper.

Context-Aware Concept Distillation for Trustworthy Flood Prediction Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T00:04:50.517986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.