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Paper Citation Record · LEDGER

Forecasting Multivariate Time Series under Predictive Heterogeneity: A Validation-Driven Clustering Framework

As of 4 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 1 inbound Pith citation observation for arXiv:2604.13748.

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

pith.paper-citation-record.v1
2604.13748 v1

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T13:10:29.892465Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T03:30:44.342078Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

3 of 3 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dcee4b79-a059-4ab2-9577-9a4d8cb8f875 · outbound

This paper cites Context Matters: Leveraging Contextual Features for Time Series Forecasting.

Forecasting Multivariate Time Series under Predictive Heterogeneity: A Validation-Driven Clustering Framework Context Matters: Leveraging Contextual Features for Time Series Forecasting

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-10T13:20:26.571780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T13:10:29.892465Z digest=sha256:f1832bc216a6649f4aa6e52515cb7cd95b0e3efa41cab99fa71e32d3b1980049

Observation eadc6d37-87ff-4e91-8f7a-37936b34e738 · outbound

This paper cites Robustestimationofalocationparameter.

Forecasting Multivariate Time Series under Predictive Heterogeneity: A Validation-Driven Clustering Framework Robustestimationofalocationparameter

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-10T13:20:26.574584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T13:10:29.892465Z digest=sha256:8f0ce044fb8d8fd8074d349e93e2670505f2a36d2bcf7a2addf1073bf100c0f8

Observation 34e801f5-d237-4b2b-959a-846ffc0171d3 · outbound

This paper cites an unresolved cited work.

Forecasting Multivariate Time Series under Predictive Heterogeneity: A Validation-Driven Clustering Framework Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-05-19T01:16:58.841290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T13:10:29.892465Z digest=sha256:dc4ef4adc2d2a1168a6939369968eceb19cdb3cc50289d42521f92e956b344aa

Pith citing papers

Observation 10d00764-cee3-4abd-a047-8c0997e19494 · inbound

Adaptive Multi-Scale Forecasting and Gate-Localized Conformal Prediction for Multivariate Nonstationary Time Series cites this paper.

Adaptive Multi-Scale Forecasting and Gate-Localized Conformal Prediction for Multivariate Nonstationary Time Series Forecasting Multivariate Time Series under Predictive Heterogeneity: A Validation-Driven Clustering Framework

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-01T03:30:44.342078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T03:30:44.342078Z digest=sha256:7e570a0cc97b59fecc6ad7ac0894badcadaa9737d47a2236f13014c762f4f854