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Paper Citation Record · LEDGER

Adaptive machine learning strategies for network calibration of IoT smart air quality monitoring devices

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2003.12011.

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

pith.paper-citation-record.v1
2003.12011 v1

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 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T17:05:32.128275Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T20:31:01.711828Z

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 e2cee74d-76e1-4e24-a2d8-0ff9b5115364 · inbound

Detection of Distributed Denial of Service Attacks based on Machine Learning Algorithms cites this paper.

Detection of Distributed Denial of Service Attacks based on Machine Learning Algorithms Adaptive machine learning strategies for network calibration of IoT smart air quality monitoring devices

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-09T17:05:32.128275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:05:32.128275Z digest=sha256:196b97135f467fd09c0d6d6a22d94564fc30b8cfdb533072333f561e9e83ce2e

Observation 50a57b82-856d-4e61-b0ee-220e7e0eadd8 · inbound

TableTalk: Scaffolding Spreadsheet Development with a Language Agent cites this paper.

TableTalk: Scaffolding Spreadsheet Development with a Language Agent Adaptive machine learning strategies for network calibration of IoT smart air quality monitoring devices

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-07T20:31:01.718735Z

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.

source=pdf_text observed=2026-08-07T20:30:57.182235Z digest=sha256:f1f19807cd7b62309ece098e8bbef7a3b27da862629e22c712ab2fcacd806377

Observation ad741ed9-49ef-4fd7-9891-19243abc51d0 · inbound

Parameterized Verification of Deterministic MPI Programs cites this paper.

Parameterized Verification of Deterministic MPI Programs Adaptive machine learning strategies for network calibration of IoT smart air quality monitoring devices

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-01T16:26:30.998098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T16:26:30.998098Z digest=sha256:fa3461edbf948643cebaebc228dda3fd3259743586ff309d4856beba9f8909e7