Paper Citation Record · LEDGER

Revisiting PCA for time series reduction in temporal dimension

As of 12 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2412.19423.

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

pith.paper-citation-record.v1
2412.19423 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:42:13.092541Z

measured 23 of 23 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

23 of 23 outbound references displayed

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verified fuzzy8
unresolved11
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d2883b56-f659-4a6a-acc2-55d94c74c210 · outbound

This paper cites Transformers in Time Series: A Survey.

Revisiting PCA for time series reduction in temporal dimension Transformers in Time Series: A Survey

Reference 6

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Observation dac413b0-208b-4167-94e7-a0b1020b7c15 · outbound

This paper cites Client: Cross-variable Linear Integrated Enhanced Transformer for Multivariate Long-Term Time Series Forecasting.

Revisiting PCA for time series reduction in temporal dimension Client: Cross-variable Linear Integrated Enhanced Transformer for Multivariate Long-Term Time Series Forecasting

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T00:42:13.024907Z

Source-reported events for the cited work

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Observation 5573c1dd-2562-497f-a2c8-18699f2eb2c4 · outbound

This paper cites Table 8: TSC experiments on the UCR datasets.

Revisiting PCA for time series reduction in temporal dimension Table 8: TSC experiments on the UCR datasets

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:42:13.343777Z

Source-reported events for the cited work

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Observation d1ce1ed3-0bbc-414c-9008-dd7d85a31a09 · outbound

This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

Revisiting PCA for time series reduction in temporal dimension Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T00:42:13.033209Z

Source-reported events for the cited work

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Observation 003f7941-d969-451a-a39d-068e0d5de7e4 · outbound

This paper cites SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters.

Revisiting PCA for time series reduction in temporal dimension SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T00:42:13.040800Z

Source-reported events for the cited work

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Observation c7271895-478a-4e18-89f7-f5b4dc749d52 · outbound

This paper cites Word Emdeddings through Hellinger PCA.

Revisiting PCA for time series reduction in temporal dimension Word Emdeddings through Hellinger PCA

Reference 12

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T00:42:13.197025Z

Source-reported events for the cited work

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Observation 51c8cac3-3934-4cf9-82d2-3fae7e4bc9a1 · outbound

This paper cites How Many Components should be Retained from a Multivariate Time Series PCA?.

Revisiting PCA for time series reduction in temporal dimension How Many Components should be Retained from a Multivariate Time Series PCA?

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-11T00:42:13.176495Z

Source-reported events for the cited work

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Observation aa3931a5-73f3-48c8-b82b-94c03568eb51 · outbound

This paper cites Vector Quantized Time Series Generation with a Bidirectional Prior Model.

Revisiting PCA for time series reduction in temporal dimension Vector Quantized Time Series Generation with a Bidirectional Prior Model

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T00:42:13.063952Z

Source-reported events for the cited work

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Observation 664b96b4-e20b-4086-a0a5-44885f0df9b9 · outbound

This paper cites Revisiting PCA for Time Series Reduction in Temporal Dimension.

Revisiting PCA for time series reduction in temporal dimension Revisiting PCA for Time Series Reduction in Temporal Dimension

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:42:13.403880Z

Source-reported events for the cited work

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Observation a7af3fa9-f3cc-401a-9ebd-0da4a7cf1d26 · outbound

This paper cites oil temperature.

Revisiting PCA for time series reduction in temporal dimension oil temperature

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:42:13.391402Z

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 9c5c6885-d93d-4857-8d1d-874ae71e405d · outbound

This paper cites The accuracy metric is adopted.

Revisiting PCA for time series reduction in temporal dimension The accuracy metric is adopted

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:42:13.331499Z

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 78cdd9d0-80a8-482b-a3b6-b80a94f01799 · outbound

This paper cites an unresolved cited work.

Revisiting PCA for time series reduction in temporal dimension Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:42:13.355689Z

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 37a0dcdd-bc46-4c84-a31f-73dfd51bda59 · outbound

This paper cites • FloodModeling [Tan et al., 2021]: FloodModeling comprises three hourly datasets (FloodModeling1, Flood- Modeling2, and FloodModeling3).

Revisiting PCA for time series reduction in temporal dimension • FloodModeling [Tan et al., 2021]: FloodModeling comprises three hourly datasets (FloodModeling1, Flood- Modeling2, and FloodModeling3)

Reference 315

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:42:13.367862Z

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 ba635165-b8bc-4c75-9658-685e441bafcf · outbound

This paper cites SelfRegulationSCP2 comprises 380 series samples, each with a length of 1,152.

Revisiting PCA for time series reduction in temporal dimension SelfRegulationSCP2 comprises 380 series samples, each with a length of 1,152

Reference 896

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:42:13.379690Z

Source-reported events for the cited work

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Observation f298f34b-c1c1-4608-b866-a54e71801049 · outbound

This paper cites Fast and accurate time series classification with weasel.

Revisiting PCA for time series reduction in temporal dimension Fast and accurate time series classification with weasel

Reference 2009

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:42:13.427234Z

Source-reported events for the cited work

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Observation accc6e7d-298e-49f3-b3fd-6d9dc590426a · outbound

This paper cites Ailing Zeng, Muxi Chen, Lei Zhang, and Qiang Xu.

Revisiting PCA for time series reduction in temporal dimension Ailing Zeng, Muxi Chen, Lei Zhang, and Qiang Xu

Reference 2015

Resolution: verified exact; doi, observed 2026-08-11T00:42:13.128673Z

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Observation a2b6ea11-8e31-4239-865e-7892f58dfbba · outbound

This paper cites Fredformer: Frequency Debiased Transformer for Time Series Forecasting.

Revisiting PCA for time series reduction in temporal dimension Fredformer: Frequency Debiased Transformer for Time Series Forecasting

Reference 2017

Resolution: verified exact; local_arxiv, observed 2026-08-11T00:42:13.231101Z

Source-reported events for the cited work

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Observation db5b63a5-1755-4249-ae1e-4db48ad78363 · outbound

This paper cites The UEA multivariate time series classification archive, 2018.

Revisiting PCA for time series reduction in temporal dimension The UEA multivariate time series classification archive, 2018

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-11T00:42:13.054584Z

Source-reported events for the cited work

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Observation 5070f500-d610-4e9c-ba12-f85161975595 · outbound

This paper cites Inceptiontime: Finding alexnet for time series classification.

Revisiting PCA for time series reduction in temporal dimension Inceptiontime: Finding alexnet for time series classification

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:42:13.416331Z

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 6ceebbb4-30cf-41ba-a70b-9d01989933cf · outbound

This paper cites Transformer Multivariate Forecasting: Less is More?.

Revisiting PCA for time series reduction in temporal dimension Transformer Multivariate Forecasting: Less is More?

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-11T00:42:13.001482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04f8c7ac-5a8e-4a2a-8963-fe48d3b8a90a · outbound

This paper cites MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing.

Revisiting PCA for time series reduction in temporal dimension MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-11T00:42:13.015955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75f105e2-2cf0-4b98-ac27-e220beb4deb3 · outbound

This paper cites A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.

Revisiting PCA for time series reduction in temporal dimension A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-11T00:42:13.010570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38b5aa83-56fa-458f-a32f-a6f971d66d38 · outbound

This paper cites TSLANet: Rethinking Transformers for Time Series Representation Learning.

Revisiting PCA for time series reduction in temporal dimension TSLANet: Rethinking Transformers for Time Series Representation Learning

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T00:42:12.997018Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.