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Paper Citation Record · LEDGER

TrAISformer -- A Transformer Network with Sparse Augmented Data Representation and Cross Entropy Loss for AIS-based Vessel Trajectory Prediction

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2109.03958.

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

pith.paper-citation-record.v1
2109.03958 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:14:21.183257Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T21:59:05.450138Z

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 07572125-72a6-4de9-82c1-ca303fa0396b · inbound

AIS-LLM: A Unified Framework for Maritime Trajectory Prediction, Anomaly Detection, and Collision Risk Assessment with Explainable Forecasting cites this paper.

AIS-LLM: A Unified Framework for Maritime Trajectory Prediction, Anomaly Detection, and Collision Risk Assessment with Explainable Forecasting TrAISformer -- A Transformer Network with Sparse Augmented Data Representation and Cross Entropy Loss for AIS-based Vessel Trajectory Prediction

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:59:05.549824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-05T21:59:02.315141Z digest=sha256:4748646d34bfd68d5e323a79927843a0903134adceb0a10adcd4080d702d7a39

Observation c93c49e5-b1f7-4403-9431-6768716e185a · inbound

EnvShip: A Unified Framework for Context-Aware and Cross-Region Vessel Trajectory Forecasting cites this paper.

EnvShip: A Unified Framework for Context-Aware and Cross-Region Vessel Trajectory Forecasting TrAISformer -- A Transformer Network with Sparse Augmented Data Representation and Cross Entropy Loss for AIS-based Vessel Trajectory Prediction

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-04T04:45:25.561325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:45:25.561325Z digest=sha256:e1e5f77b710e1fe4b3833a9f9731387da406089c0ec4ef5abc72de188cb7990e

Observation 4ab45c9d-5616-4ba1-865b-461556fee2f4 · inbound

STCAD: Scalable Trajectory Clustering and Anomaly Detection on Terabyte-Scale AIS Data cites this paper.

STCAD: Scalable Trajectory Clustering and Anomaly Detection on Terabyte-Scale AIS Data TrAISformer -- A Transformer Network with Sparse Augmented Data Representation and Cross Entropy Loss for AIS-based Vessel Trajectory Prediction

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-14T04:14:21.183257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:14:21.183257Z digest=sha256:b45245c4f665b9928021ff4c920232072b3a9575bc0f6f2eb9dd690de6cfb263