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Paper Citation Record · LEDGER

Time Series Analysis for Education: Methods, Applications, and Future Directions

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2408.13960.

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

pith.paper-citation-record.v1
2408.13960 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:34:14.797059Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T11:40:49.546350Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5a65d686-ff62-4b62-bab2-e2ede58e0fe7 · inbound

MoFE-Time: Mixture of Frequency Domain Experts for Time-Series Forecasting Models cites this paper.

MoFE-Time: Mixture of Frequency Domain Experts for Time-Series Forecasting Models Time Series Analysis for Education: Methods, Applications, and Future Directions

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T19:08:14.418935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:08:14.418935Z digest=sha256:5da174c6e6373e74eedf79d8fa7acdc37c501c9a50b54b792965ff751516190a

Observation 3a5cdb35-e124-4614-8686-d8fc3b955c47 · inbound

RDIT: Residual-based Diffusion Implicit Models for Probabilistic Time Series Forecasting cites this paper.

RDIT: Residual-based Diffusion Implicit Models for Probabilistic Time Series Forecasting Time Series Analysis for Education: Methods, Applications, and Future Directions

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-05T11:40:49.550277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T11:40:46.687650Z digest=sha256:02391757bc8124a7c79b49a53e1f43e0e7c19cc86d8638c48270cc299271c289

Observation fc95181c-0f7c-48c6-8c30-4c578badb0bc · inbound

TSRouter: Dynamic Modality-Model Selection for Time Series Reasoning cites this paper.

TSRouter: Dynamic Modality-Model Selection for Time Series Reasoning Time Series Analysis for Education: Methods, Applications, and Future Directions

Reference 28

Resolution
unresolved
no resolver link, observed 2026-07-13T05:38:27.357469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T05:38:27.357469Z digest=sha256:ccab600d32a598d235be6d4c79f8e6a46e9b07bc2a7274d319319657cc8361b6

Observation aee0e35d-c416-4889-bee9-984dd4de2fb0 · inbound

TSRouter: Dynamic Modality-Model Selection for Time Series Reasoning cites this paper.

TSRouter: Dynamic Modality-Model Selection for Time Series Reasoning Time Series Analysis for Education: Methods, Applications, and Future Directions

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-02T07:51:14.002876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:51:14.002876Z digest=sha256:1b3c76917f701faff5070ef4bc22f8fcfeae7380ab59630e6d872f70a07ca5d6

Observation 63b52dfc-cb36-4338-b795-664740fe046b · inbound

LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers cites this paper.

LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers Time Series Analysis for Education: Methods, Applications, and Future Directions

Reference 250

Resolution
unresolved
no resolver link, observed 2026-08-15T14:34:14.797059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:34:14.797059Z digest=sha256:e7bfe505c61bde6ed260533e14a79ad4e30feb1a9656671d70a998a3f889f1f0