Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-14T20:42:36.334060Z
Paper Citation Record · LEDGER
Graph-Based Financial Fraud Detection with Calibrated Risk Scoring and Structural Regularization
As of 7 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 0 inbound Pith citation observations for arXiv:2605.12782.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
2 of 2 outbound references displayed
- verified exact1
- verified fuzzy1
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8f062a31-977f-4d89-9b3e-689fff2ec2ba · outbound
This paper cites Transaction Fraud Detection via Spatial-Temporal-Aware Graph Transformer.
Graph-Based Financial Fraud Detection with Calibrated Risk Scoring and Structural Regularization Transaction Fraud Detection via Spatial-Temporal-Aware Graph Transformer
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T20:42:57.286839Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2d8ea966-90ea-482a-9657-4497e8a38c45 · outbound
This paper cites ASA-GNN: Adaptive sampling and aggregation-based graph neural network for transaction fraud detection[J].
Graph-Based Financial Fraud Detection with Calibrated Risk Scoring and Structural Regularization ASA-GNN: Adaptive sampling and aggregation-based graph neural network for transaction fraud detection[J]
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-15T14:10:04.327370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
No inbound Pith citation observations are available.