Paper Citation Record · LEDGER

Multi-modal Time Series Analysis: A Tutorial and Survey

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.13709.

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

pith.paper-citation-record.v1
2503.13709 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:44:10.943898Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T07:44:03.214795Z

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 622d550b-4886-4128-8adb-3da2a4f7611d · inbound

From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? cites this paper.

From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Multi-modal Time Series Analysis: A Tutorial and Survey

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:10.943898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b7ad92c-62a1-48f3-8bcd-85c7bc436860 · inbound

Diffusion Models for Time Series Forecasting: A Survey cites this paper.

Diffusion Models for Time Series Forecasting: A Survey Multi-modal Time Series Analysis: A Tutorial and Survey

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-06T15:58:55.601186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38cac58a-c668-45bd-8fdb-5283131d689e · inbound

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News cites this paper.

Forecasting Commodity Price Shocks Using Temporal and Semantic Fusion of Prices Signals and Agentic Generative AI Extracted Economic News Multi-modal Time Series Analysis: A Tutorial and Survey

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T14:35:42.138353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22fa505a-df33-4e5f-909f-5646b17a0db4 · inbound

Chronicle: A Multimodal Foundation Model for Joint Language and Time Series Understanding cites this paper.

Chronicle: A Multimodal Foundation Model for Joint Language and Time Series Understanding Multi-modal Time Series Analysis: A Tutorial and Survey

Reference 85

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:44:03.216239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.