Paper Citation Record · LEDGER

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems

As of 12 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2501.04339.

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

pith.paper-citation-record.v1
2501.04339 v2

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:41:30.346817Z

measured 29 of 29 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 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

29 of 29 outbound references displayed

verified exact6
verified fuzzy6
unresolved16
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation de6c3999-d2a1-46cb-9e80-5dfaae2643b6 · outbound

This paper cites Chen, C.-L.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Chen, C.-L

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:41:31.046788Z

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.

Observation 4956c9be-6a7a-41a4-aa38-f1c0ade088c1 · outbound

This paper cites Bari´ c, P.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Bari´ c, P

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:41:31.026182Z

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.

Observation c69adc4b-05bb-4e6f-bb13-c0d21b77ebf0 · outbound

This paper cites A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:41:30.874171Z

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.

Observation fb6264f7-132a-4a14-867e-a2312cf7786c · outbound

This paper cites Exploring Interpretable LSTM Neural Networks over Multi-Variable Data.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Exploring Interpretable LSTM Neural Networks over Multi-Variable Data

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T21:41:30.220706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29b01706-1c71-46cc-a655-04fedc63262b · outbound

This paper cites Ozyegen, I.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Ozyegen, I

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:41:31.005771Z

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.

Observation 3f4cfabc-4411-45eb-9df2-44b2cc45b8a0 · outbound

This paper cites TS-MULE: Local Interpretable Model-Agnostic Explanations for Time Series Forecast Models.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems TS-MULE: Local Interpretable Model-Agnostic Explanations for Time Series Forecast Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T21:41:30.236448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6780d1c-30c6-4d58-9df0-e588c15e2dc2 · outbound

This paper cites an unresolved cited work.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:41:30.984835Z

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.

Observation 1a09d5ae-125e-4eac-85e5-c2b3c4aa5cd0 · outbound

This paper cites An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:41:30.812222Z

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.

Observation 4ce088e0-a380-4f53-806a-5d7f7c1962e0 · outbound

This paper cites Spatiotemporal Attention for Multivariate Time Series Prediction and Interpretation.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Spatiotemporal Attention for Multivariate Time Series Prediction and Interpretation

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:41:30.786291Z

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.

Observation b8521c18-dccb-4064-b769-44b498d97252 · outbound

This paper cites an unresolved cited work.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:41:30.966058Z

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.

Observation 636701ea-b3a8-4bed-8fe2-151b21f77f83 · outbound

This paper cites an unresolved cited work.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T21:41:30.262347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc0db635-2aa1-4bb8-a8f8-3f218e8c7aa8 · outbound

This paper cites Pantiskas, K.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Pantiskas, K

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T21:41:30.266806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49410b71-af94-49cc-9a20-f5e59897d6b5 · outbound

This paper cites Multi-scale Attention Flow for Probabilistic Time Series Forecasting.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Multi-scale Attention Flow for Probabilistic Time Series Forecasting

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:41:30.680019Z

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.

Observation 71951bfc-58e6-4dc3-987b-c6d8c923d119 · outbound

This paper cites Gandin, A.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Gandin, A

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-08-10T21:41:30.275455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3119ceb6-4ce8-4f8c-91ad-0537daf68ec7 · outbound

This paper cites Attention is not Explanation.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Attention is not Explanation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T21:41:30.280013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 104095d3-49ae-4094-bcec-d1385fc69b0f · outbound

This paper cites Attention is not not Explanation.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Attention is not not Explanation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T21:41:30.284990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 869ca871-a91a-4c5c-b93f-51a7b65fed11 · outbound

This paper cites N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems N-BEATS: Neural basis expansion analysis for interpretable time series forecasting

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T21:41:30.290048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55608a72-77e9-450d-aab6-a358cfbe2d9e · outbound

This paper cites Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T21:41:30.295463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bb6e0a3-e844-4170-a04a-caf1e4ead19c · outbound

This paper cites Munkhdalai, T.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Munkhdalai, T

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T21:41:30.300388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f573202-d920-4384-aa5a-1b64808b6d7b · outbound

This paper cites Panja, T.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Panja, T

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:41:30.949207Z

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.

Observation 3ee3de89-2dc5-4666-b2d0-42ec8f88a727 · outbound

This paper cites XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:41:30.495252Z

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.

Observation 70a1874d-25d0-4652-8f14-ac3b0490bba1 · outbound

This paper cites Assaf, A.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Assaf, A

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:41:30.930366Z

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.

Observation 2795a5b8-0df3-4023-8af4-9ed272984ecc · outbound

This paper cites Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:41:30.471864Z

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.

Observation 9ddc159f-7e71-4050-8d4a-1f4c6fbf761f · outbound

This paper cites Castro, P.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Castro, P

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T21:41:30.327107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48cbdf70-c6df-40d0-9c6a-28954f21e1fc · outbound

This paper cites seq2graph: Discovering Dynamic Dependencies from Multivariate Time Series with Multi-level Attention.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems seq2graph: Discovering Dynamic Dependencies from Multivariate Time Series with Multi-level Attention

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T21:41:30.331864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adb03b0d-92d3-4418-a69d-cd9f3554e82c · outbound

This paper cites A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T21:41:30.337036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e5384d4-3439-43ac-8e2c-c7138845375a · outbound

This paper cites Bari´ c, D.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Bari´ c, D

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:41:30.909362Z

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.

Observation 31f3f1ed-f1a0-420a-a2dd-fb47441d15f1 · outbound

This paper cites an unresolved cited work.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:41:30.891674Z

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.

Observation 886f7021-bd48-4b48-9463-cc81bf071735 · outbound

This paper cites an unresolved cited work.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems Unresolved cited work

Reference 4743

Resolution: unresolved; no resolver link, observed 2026-08-10T21:41:30.231394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.