Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Transformers in Time-series Analysis: A Tutorial
As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2205.01138.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T12:08:16.881926Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T23:29:02.148545Z
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 3d8a0d81-fc8a-43d6-8a88-ebadc33c0bc5 · inbound
ABC-SN: Attention Based Classifier for Supernova Spectra cites this paper.
ABC-SN: Attention Based Classifier for Supernova Spectra Transformers in Time-series Analysis: A Tutorial
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T12:08:16.881926Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ccd7dc8-e0b0-4d5c-8252-09bc4df36ab0 · inbound
Pointwise is Pointless? A Multimodal Ablation Study for Precipitation Nowcasting with Graph Neural Networks cites this paper.
Pointwise is Pointless? A Multimodal Ablation Study for Precipitation Nowcasting with Graph Neural Networks Transformers in Time-series Analysis: A Tutorial
Reference 58
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T23:29:02.150332Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1178548a-2cab-4987-81d1-edd346016f67 · inbound
How Low Can We Go? Minimum Spectroscopic Requirements For Supernova Subtype Classification cites this paper.
How Low Can We Go? Minimum Spectroscopic Requirements For Supernova Subtype Classification Transformers in Time-series Analysis: A Tutorial
Reference 216
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T01:49:47.560255Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.