Paper Citation Record · LEDGER

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring

As of 7 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2507.01590.

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

pith.paper-citation-record.v1
2507.01590 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:50:15.808337Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

verified exact9
verified fuzzy0
unresolved6
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cc8da916-538a-45f9-bcd6-5720117a36b8 · outbound

This paper cites an unresolved cited work.

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-08-06T20:50:15.929265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c60c7e66-cccc-4839-a7f9-07639663ca02 · outbound

This paper cites V ., Keshetty, S.

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring V ., Keshetty, S

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T20:50:15.645473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94a48175-afa7-44bd-9cf7-7ecbd2b0943c · outbound

This paper cites an unresolved cited work.

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T20:50:15.650570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47fe04f0-596d-4ab2-9fdf-84b83a90209c · outbound

This paper cites Massively Annotated Datasets for Assessment of Synthetic and Real Data in Face Recognition.

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring Massively Annotated Datasets for Assessment of Synthetic and Real Data in Face Recognition

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:50:15.912470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a4c7c853-7e7b-44a6-b9de-f1ccb2fbf73d · outbound

This paper cites an unresolved cited work.

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-08-06T20:50:15.887937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 91645cc2-da29-4540-8a36-d2c281470007 · outbound

This paper cites S., Muzarudin, M.

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring S., Muzarudin, M

Reference 6

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T20:50:16.630332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c12db0e5-cc8c-4d50-9667-088e968c18ef · outbound

This paper cites Q., Kien, D.

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring Q., Kien, D

Reference 7

Resolution: malformed identifier; doi_truncated, observed 2026-08-06T20:50:16.552056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9f8440e0-4122-4117-8981-3925aabd6add · outbound

This paper cites an unresolved cited work.

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T20:50:15.677036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6f03551-f403-4a43-9393-4ba666ca391a · outbound

This paper cites an unresolved cited work.

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:50:16.816303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 09778b1f-6c6d-495b-8a94-3f8aac98fba1 · outbound

This paper cites F., Shereef, M.

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring F., Shereef, M

Reference 10

Resolution: verified exact; raw_fallback, observed 2026-08-06T20:50:16.382769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 42382179-b87f-46d6-b0d8-34ce15939aec · outbound

This paper cites an unresolved cited work.

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring Unresolved cited work

Reference 11

Resolution: verified exact; raw_fallback, observed 2026-08-06T20:50:16.282462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bba3a2ef-81fd-4a60-9748-5a4538863f1b · outbound

This paper cites Detecting Student Disengagement in Online Classes Using Deep Learning: A Review.

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring Detecting Student Disengagement in Online Classes Using Deep Learning: A Review

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:50:15.871576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8cd5ec8c-a5bf-4838-bd40-e3e178a0a600 · outbound

This paper cites an unresolved cited work.

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring Unresolved cited work

Reference 15

Resolution: verified exact; doi, observed 2026-08-06T20:50:15.847680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 21be7def-dbcd-4ad2-a0af-522c71f0452c · outbound

This paper cites an unresolved cited work.

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:50:16.800339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 62f24509-0583-4f85-ba59-e408614337de · outbound

This paper cites an unresolved cited work.

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring Unresolved cited work

Reference 31

Resolution: verified exact; raw_fallback, observed 2026-08-06T20:50:16.108357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 37a7102d-c05a-43e4-ac69-8c9489e8d21b · outbound

This paper cites an unresolved cited work.

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring Unresolved cited work

Reference 34

Resolution: verified exact; raw_fallback, observed 2026-08-06T20:50:16.186809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e0f56be2-5251-456a-b891-dda43622ba69 · outbound

This paper cites an unresolved cited work.

Autonomous AI Surveillance: Multimodal Deep Learning for Cognitive and Behavioral Monitoring Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T20:50:15.808337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.