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Paper Citation Record · LEDGER

FireNet: A Specialized Lightweight Fire & Smoke Detection Model for Real-Time IoT Applications

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:1905.11922.

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

pith.paper-citation-record.v1
1905.11922 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:34:37.508409Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T08:01:28.471951Z

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 24d6ce07-4cef-4cb1-93d6-66cb1cd0b903 · inbound

UAV-Assisted Real-Time Disaster Detection Using Optimized Transformer Model cites this paper.

UAV-Assisted Real-Time Disaster Detection Using Optimized Transformer Model FireNet: A Specialized Lightweight Fire & Smoke Detection Model for Real-Time IoT Applications

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-10T17:34:37.508409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:34:37.508409Z digest=sha256:433105f3dec352c7acb4a21fd70a11cd72ed720c8cfc4d38eed073530f66f68e

Observation ed7f5835-581a-4d74-9454-e263fccb412f · inbound

Survey on Disaster Management Datasets for Remote Sensing Based Emergency Applications cites this paper.

Survey on Disaster Management Datasets for Remote Sensing Based Emergency Applications FireNet: A Specialized Lightweight Fire & Smoke Detection Model for Real-Time IoT Applications

Reference 87

Resolution
verified exact
arxiv_id, observed 2026-05-12T08:01:28.475486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-12T01:24:46.294409Z digest=sha256:74f458627f5615959ae92dfdc6c543205cc82f1a99caedbd9db7d3b2fb40ae3e