Paper Citation Record · LEDGER

A Review of the Long Horizon Forecasting Problem in Time Series Analysis

As of 17 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2506.12809.

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

pith.paper-citation-record.v1
2506.12809 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:10:25.798734Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

18 of 18 outbound references displayed

verified exact1
verified fuzzy1
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 34f80500-d800-4135-909a-33945c3c19a7 · outbound

This paper cites Effectively Modeling Time Series with Simple Discrete State Spaces.

A Review of the Long Horizon Forecasting Problem in Time Series Analysis Effectively Modeling Time Series with Simple Discrete State Spaces

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T20:10:25.794284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a20fbf38-dbad-4f38-a999-ea47af57c638 · outbound

This paper cites Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting.

A Review of the Long Horizon Forecasting Problem in Time Series Analysis Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T20:10:25.760195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdf2549d-76ba-4f6c-8259-5a56d950f097 · outbound

This paper cites Coupled Oscillatory Recurrent Neural Network (coRNN): An accurate and (gradient) stable architecture for learning long time dependencies.

A Review of the Long Horizon Forecasting Problem in Time Series Analysis Coupled Oscillatory Recurrent Neural Network (coRNN): An accurate and (gradient) stable architecture for learning long time dependencies

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T20:10:25.777552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d23614e-cb93-4cba-beb4-4e650462c2e0 · outbound

This paper cites A Multi-Horizon Quantile Recurrent Forecaster.

A Review of the Long Horizon Forecasting Problem in Time Series Analysis A Multi-Horizon Quantile Recurrent Forecaster

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T20:10:25.785251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ee0bf1a-c9b4-4e2d-adf2-992a5ff36ce4 · outbound

This paper cites CAAI Transactions on Intelligence Technology 7, 129–143.

A Review of the Long Horizon Forecasting Problem in Time Series Analysis CAAI Transactions on Intelligence Technology 7, 129–143

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T20:10:25.789886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 572a5822-26e5-4cb4-983d-b32e902187d3 · outbound

This paper cites iTransformer: Inverted Transformers Are Effective for Time Series Forecasting.

A Review of the Long Horizon Forecasting Problem in Time Series Analysis iTransformer: Inverted Transformers Are Effective for Time Series Forecasting

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T20:10:25.764460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a7d56f8-d798-4a5f-9a86-0cc6a9221db8 · outbound

This paper cites Deep Independently Recurrent Neural Network (IndRNN).

A Review of the Long Horizon Forecasting Problem in Time Series Analysis Deep Independently Recurrent Neural Network (IndRNN)

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T20:10:25.756520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d2bb60e-8372-4d4f-852b-51babdcc5d96 · outbound

This paper cites Journal of Complexity 4, 193–215.

A Review of the Long Horizon Forecasting Problem in Time Series Analysis Journal of Complexity 4, 193–215

Reference 1988

Resolution: unresolved; no resolver link, observed 2026-08-15T20:10:25.726695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 082c5ce0-b8be-4fb9-8be4-37deaa187b46 · outbound

This paper cites Long-term Forecasting with TiDE: Time-series Dense Encoder.

A Review of the Long Horizon Forecasting Problem in Time Series Analysis Long-term Forecasting with TiDE: Time-series Dense Encoder

Reference 1992

Resolution: unresolved; no resolver link, observed 2026-08-15T20:10:25.740468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6175550-89ce-47e8-afc4-80be873ab5a1 · outbound

This paper cites Journal of Business & Economic Statistics 16, 450–458.

A Review of the Long Horizon Forecasting Problem in Time Series Analysis Journal of Business & Economic Statistics 16, 450–458

Reference 1998

Resolution: verified exact; raw_fallback, observed 2026-08-15T20:10:26.075533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8faad167-7ae1-4ac2-a084-9067d2bcff8c · outbound

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

A Review of the Long Horizon Forecasting Problem in Time Series Analysis Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-15T20:10:25.735144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74694a83-3eef-4cca-a610-27fb1be8fb59 · outbound

This paper cites Analyzing and Exploiting NARX Recurrent Neural Networks for Long-Term Dependencies.

A Review of the Long Horizon Forecasting Problem in Time Series Analysis Analyzing and Exploiting NARX Recurrent Neural Networks for Long-Term Dependencies

Reference 2017

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T20:10:25.983562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6b2c9e26-31c0-4e90-90fb-b50b175ec8c0 · outbound

This paper cites Improving Long-Horizon Forecasts with Expectation-Biased LSTM Networks.

A Review of the Long Horizon Forecasting Problem in Time Series Analysis Improving Long-Horizon Forecasts with Expectation-Biased LSTM Networks

Reference 2018

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T20:10:25.968004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation acbfc53e-a1ce-4321-ad75-1543f601338d · outbound

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

A Review of the Long Horizon Forecasting Problem in Time Series Analysis N-BEATS: Neural basis expansion analysis for interpretable time series forecasting

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-15T20:10:25.773123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a1449c4-516b-44bc-905a-4dedbafb76c2 · outbound

This paper cites Reformer: The Efficient Transformer.

A Review of the Long Horizon Forecasting Problem in Time Series Analysis Reformer: The Efficient Transformer

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-15T20:10:25.752576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63c63209-117a-4f21-b4da-0bda2b88ce97 · outbound

This paper cites FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting.

A Review of the Long Horizon Forecasting Problem in Time Series Analysis FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-15T20:10:25.798734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88944c66-092d-44e3-9f44-66bd9ec0d170 · outbound

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

A Review of the Long Horizon Forecasting Problem in Time Series Analysis A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T20:10:25.768412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db180c7d-d05a-4233-93d0-59edbef0cc2b · outbound

This paper cites https://isip.piconepress.com/publications/book_sections/ 2025/springer/transformers/.

A Review of the Long Horizon Forecasting Problem in Time Series Analysis https://isip.piconepress.com/publications/book_sections/ 2025/springer/transformers/

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:10:26.156517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.