Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Collaborative Optimization in Financial Data Mining Through Deep Learning and ResNeXt
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2412.17314.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T15:57:30.342623Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-09T04:56:43.983646Z
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 7c1e24e7-cbf2-4d8b-820a-c7ad42598571 · inbound
Multi-Level Attention and Contrastive Learning for Enhanced Text Classification with an Optimized Transformer cites this paper.
Multi-Level Attention and Contrastive Learning for Enhanced Text Classification with an Optimized Transformer Collaborative Optimization in Financial Data Mining Through Deep Learning and ResNeXt
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:57:30.342623Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 326b3520-6023-4309-932b-9734a3fef06f · inbound
Dynamic Adaptation of LoRA Fine-Tuning for Efficient and Task-Specific Optimization of Large Language Models cites this paper.
Dynamic Adaptation of LoRA Fine-Tuning for Efficient and Task-Specific Optimization of Large Language Models Collaborative Optimization in Financial Data Mining Through Deep Learning and ResNeXt
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:55:04.114201Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51564057-9756-4465-8ec9-40792fdf2c39 · inbound
A Structured Reasoning Framework for Unbalanced Data Classification Using Probabilistic Models cites this paper.
A Structured Reasoning Framework for Unbalanced Data Classification Using Probabilistic Models Collaborative Optimization in Financial Data Mining Through Deep Learning and ResNeXt
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-08-09T04:56:43.990544Z
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.