Pith. sign in

Paper Citation Record · LEDGER

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection

As of 19 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2508.14088.

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

pith.paper-citation-record.v1
2508.14088 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:40:16.865265Z

measured 60 of 60 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 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

60 of 60 outbound references displayed

  • verified exact1
  • verified fuzzy2
  • unresolved56
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2f964d64-3ade-4f0b-ba35-5436ceabdcc1 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:26.961224Z

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=2026-08-05T20:40:11.634809Z digest=sha256:d3da012f73c0b9f6d4274bee30cac0be574f363878ac2e16a0195daae01c0861

Observation 2aec90c5-cd57-4a5a-b207-3c5faf30c261 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:26.798689Z

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=2026-08-05T20:40:11.707958Z digest=sha256:205ece82ce2576554bae40eff9655db3a774cba5a96cc6106b9a46f3df7fb24c

Observation a8ba4c19-9be5-4e3b-bc16-e03c3a1aa405 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:26.559591Z

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=2026-08-05T20:40:11.783498Z digest=sha256:ede995f00ad24df39341fa6c78a79b450feb7bfe9372b40e20697e2b80986d9e

Observation 54c6fbcb-7d8f-4dcb-bb72-65106c94b6b0 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:26.425905Z

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=2026-08-05T20:40:11.861998Z digest=sha256:1fdbbcdb372b547a0179ae03db0a3a7f77c10c550611f57ca9218a869555c97b

Observation 33893a94-092a-4fe7-a286-70ce5627062d · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:26.232387Z

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=2026-08-05T20:40:11.957552Z digest=sha256:f3e3d41f9e91db85fc477dd5cc4561fd783a955f2e3a9f6af330b2dc333e32c5

Observation f243e723-2dcc-474e-be59-b0720b0499a6 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:26.087896Z

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=2026-08-05T20:40:12.040187Z digest=sha256:3063afdc44b62b3d46c8adaeb79015d5ee3ee7a2fb2cd04e34b4880f15a7f98a

Observation bd03981d-87c0-4527-ad1b-1f2789363470 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:25.877044Z

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=2026-08-05T20:40:12.137466Z digest=sha256:019a0d3b9885e3fc180322a4bf672f8c3359563f9638335ba2c6343f2c61e719

Observation b132221e-b6ff-4f22-ae3b-e2b43dd714bd · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:25.656167Z

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=2026-08-05T20:40:12.206834Z digest=sha256:d139d934825b143233dde4f71edfb256e4fc67d6e8057b3b50569b6bd198ea19

Observation a1b87944-623b-4ee3-969a-d9e23e573839 · outbound

This paper cites Lyu, and Irwin King.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Lyu, and Irwin King

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:40:25.514535Z

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=2026-08-05T20:40:12.296502Z digest=sha256:084087cfe33aaf4bb6afd5d299f4613b41b1d2866253d39432487dc3191a9195

Observation ec1650ea-a438-4d10-b377-84f18077adb4 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:25.369812Z

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=2026-08-05T20:40:12.382934Z digest=sha256:854f00f4c1126716c6904e4660418a3d88e4ddacd7819d1ad310ef3ffa918a59

Observation c1dc7575-6def-4e15-b79c-5c45540203b9 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:25.134855Z

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=2026-08-05T20:40:12.454682Z digest=sha256:5a362e9896deb48e4f626492bc34c5c6a83a61b9923b081695834044c6a73925

Observation 05cfb9b0-2fe7-4719-95b4-dc761bc4e57e · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:24.955443Z

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=2026-08-05T20:40:12.553749Z digest=sha256:5efb981d78c34e09563f4f8f055258f600c52a48592492435dae2b06ca80f925

Observation 4fc3c723-3932-4593-a5ce-8658525fa74b · outbound

This paper cites A Generalization of Transformer Networks to Graphs.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection A Generalization of Transformer Networks to Graphs

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T20:40:12.617648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:40:12.617648Z digest=sha256:46a028009e17c62cdb9586d100afd75cf9338e37dbdda5c784b8cca0ec88d61d

Observation 24a10386-0e06-4cc4-8ff2-d9fe05f4fc63 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:24.809727Z

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=2026-08-05T20:40:12.715623Z digest=sha256:206f9c8c1bc8d1553b54af82c959c0c1f4623ab5b429859e86a3922f9aef5873

Observation 76141cb3-6cc3-4a28-bf6a-369224af1ed1 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:24.579332Z

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=2026-08-05T20:40:12.807844Z digest=sha256:f12d5442959c7c313f8e982a3fc674822f3fa0539493215e6dce45401feaf39f

Observation 5d6f9f67-2172-4ffa-977f-390807dc5ef0 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T20:40:12.906009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:40:12.906009Z digest=sha256:1de468df93e5acb612363b43bc77e49d2f5bdb90608605bd3c2407a8235abb96

Observation 8e8db251-4105-4616-bc8b-72c7ab52031a · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:24.131417Z

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=2026-08-05T20:40:13.050030Z digest=sha256:6921390e37507398ccd7c78ddb945c9b0d476a097a7cb398b76ce688466de20c

Observation a2a6c784-619e-40ae-ad8e-abab63c03f59 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:23.898929Z

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=2026-08-05T20:40:13.119523Z digest=sha256:35563216097ca0301f7f62ae2624ecec327f48e912e930eb8d7d9967c5444ff1

Observation f3e190e2-235c-4cf3-8942-0639edf889e6 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:23.670149Z

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=2026-08-05T20:40:13.179349Z digest=sha256:c71af98900432ed6b718b00bb72cbbe8eff55695ea2e0b97e11d9788b038bc82

Observation cd6fc889-5d9e-457b-b9d8-01203b6c7060 · outbound

This paper cites Sheng, and Jian Yang.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Sheng, and Jian Yang

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-05T20:40:13.249995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:40:13.249995Z digest=sha256:fe5ca6435c8eb8632142cd13434a299da2e68063c79c8a8402a0a72b4aab979c

Observation 8b25aa3a-3a08-46ac-a383-6b8ff13ed394 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:23.522606Z

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=2026-08-05T20:40:13.334610Z digest=sha256:3b265f96b98e7f1e654a03e90ddb8f02cc8d16004faa704496e3376ac89a81fd

Observation b4a10029-4af2-4306-b6ad-a34a5bd63406 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:23.287415Z

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=2026-08-05T20:40:13.427842Z digest=sha256:a7544dc2a364ee7ee9eca05fc5fab16deadddbd9de20d9bf56af41a4142469ad

Observation c64510dc-abd0-44c6-a870-b3aba85a081f · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:23.052261Z

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=2026-08-05T20:40:13.489561Z digest=sha256:19c141a3fb6d2ce219221e8b27e7f95939d937f41cafb424960ff6f3e431b55a

Observation ec7db5fa-67d0-468c-9b5d-0c8134d3f534 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:22.817911Z

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=2026-08-05T20:40:13.557742Z digest=sha256:d5b11da574f782960dd10e895d242ca9e071d7d2afeed98f5fc0dafc1c66db2e

Observation 27ba1bd7-b5a4-404f-a411-aae666198614 · outbound

This paper cites Do Large Language Models Solve the Problems of Agent-Based Modeling? A Critical Review of Generative Social Simulations.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Do Large Language Models Solve the Problems of Agent-Based Modeling? A Critical Review of Generative Social Simulations

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T20:40:13.623089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:40:13.623089Z digest=sha256:df9bb97573df17c5616bffece082ef6bc8c02811f43496221742f1472c32f9b7

Observation 49dca35b-fbc8-454a-a692-1f276a1a7280 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:22.495351Z

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=2026-08-05T20:40:13.711314Z digest=sha256:0d654fa874719a1b53b5ccd0357d303266722504d06b777226c3fd9ac0e90e7a

Observation 4a483b30-c7d7-45a3-9b1c-0459e46910c4 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:22.250478Z

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=2026-08-05T20:40:13.803605Z digest=sha256:a268e91e94cfb2fb800190ea3a3023d8c87bfda4c614fd0d10c6a161d14075d7

Observation 21d0364a-0f74-419c-8acf-9709ab17f720 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:21.954144Z

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=2026-08-05T20:40:13.843133Z digest=sha256:513b65485ac01293441985ae938b25ad496f09603ce5c987ea65b9416415231e

Observation 36245b90-d3d7-4c5c-9370-d2decbdde4f9 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:21.605694Z

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=2026-08-05T20:40:13.958601Z digest=sha256:5242c34109f45e1f49c256c6074fc47b34f344724c3720da2bb85fe018196eb8

Observation f1cf5ba0-0adb-4561-9ece-85164e2cfb31 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:21.319223Z

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=2026-08-05T20:40:14.022924Z digest=sha256:c45959abf330a6cc3ea1d727e654965930c5c05e05edfc196d64754d9bfc3826

Observation ae52dd57-21c6-4f89-96ea-9b153ac34e9f · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:21.168060Z

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=2026-08-05T20:40:14.113624Z digest=sha256:1ef24000da5845da2704dda679470507476082f5ccea484c3a344740f00bae0f

Observation 09394001-30d0-4674-a356-fec1d8dbd413 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:20.975240Z

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=2026-08-05T20:40:14.207850Z digest=sha256:5e4156306c0b7bb33da3461e9f6fba02bfd5c7d55c32d122ff6a019579f4fd64

Observation e6c2e18a-8255-473c-bcfa-87385257afaf · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:20.793182Z

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=2026-08-05T20:40:14.267725Z digest=sha256:d5f606625ad5c433f88639b5f15292c9d0fbe57ca9dfbc6ce46d7f31552f154c

Observation adcb553a-d7f8-45ab-ab00-6c8768037554 · outbound

This paper cites Learning-Based Link Anomaly Detection in Continuous-Time Dynamic Graphs.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Learning-Based Link Anomaly Detection in Continuous-Time Dynamic Graphs

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-08-05T20:40:17.208085Z

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=2026-08-05T20:40:14.336464Z digest=sha256:7e37915ce3bb2abb1203c3794c63468ce2f7c79e10a8c880de2ca7467636b7a7

Observation e35de6da-6728-4f6d-bf81-64d5be9dcc43 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:20.626970Z

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=2026-08-05T20:40:14.454370Z digest=sha256:d624b8c8d618154b359d6c01e0d5abde71f318eb267c15c23715aa5d0ce489e3

Observation 40d6fdea-9215-488c-9812-7e9eaa5019b0 · outbound

This paper cites Temporal Graph Networks for Deep Learning on Dynamic Graphs.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Temporal Graph Networks for Deep Learning on Dynamic Graphs

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-05T20:40:14.546256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:40:14.546256Z digest=sha256:5c94975705b9e1aee8678efa6796fd769984b4db2a1317efea3e24c4399cec64

Observation f31b017c-9b70-4f14-99f6-721f8f24ef66 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:20.455339Z

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=2026-08-05T20:40:14.624893Z digest=sha256:f8f452198c47cc157f9547da95e6ed4664cbe6cad2b2ec92b2f2a9c57eae69d0

Observation e819567f-eacf-4532-9a8c-a974018a05b9 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:20.277697Z

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=2026-08-05T20:40:14.785129Z digest=sha256:2e587dca6f1e9bdaf87de2021bf5e9f2540df351ab744d22a694c959ef00a319

Observation 80f7293e-86f4-416e-b801-4508461a899f · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:20.107451Z

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=2026-08-05T20:40:14.887396Z digest=sha256:a833c6d5985297a24b6b4ccd4b2a0e878093c45b26c70a3c43800af5bd8bca6f

Observation 859edde5-263e-4576-8cd2-d24b813b6275 · outbound

This paper cites NUMOSIM: A Synthetic Mobility Dataset with Anomaly Detection Benchmarks.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection NUMOSIM: A Synthetic Mobility Dataset with Anomaly Detection Benchmarks

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T20:40:14.978549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:40:14.978549Z digest=sha256:5317b95ed41c81ca4238aa4b802f8105dfc75cbbf358611e3bc0065132af9c0c

Observation c9b302f4-2dfc-4310-a86a-1b16a1439e2d · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 41

Resolution
malformed identifier
no resolver link, observed 2026-08-05T20:40:15.046537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:40:15.046537Z digest=sha256:bcc7f57fc2d0b52372391da0c9d3f8ca22c6018cecf5e6d2af90b5abb1bae13d

Observation 324c4b80-1cf9-409f-874c-4dec9b408d32 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:19.910735Z

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=2026-08-05T20:40:15.139538Z digest=sha256:c21ee0dfdb704eac0872a5620520087c676fca0930a25d5885dc3f8977780f1d

Observation 7185d135-f37a-4348-9cbe-9c251d811463 · outbound

This paper cites Attention Is All You Need.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Attention Is All You Need

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-05T20:40:15.229882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:40:15.229882Z digest=sha256:dd440006f4ee007d851dd1fe6142118b1dfae9df70fd553d9df7037175ec72e9

Observation 7989615d-ea19-412a-b76e-1af37c39da3b · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:19.711671Z

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=2026-08-05T20:40:15.298336Z digest=sha256:4e7366bb92a1f8770b76233eba967005c39675d687da09141fb3900d604ab7d0

Observation 0de3c78c-070e-40d6-be17-da34ebee0c36 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:19.562067Z

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=2026-08-05T20:40:15.387349Z digest=sha256:313641289ef1865256eff1bb39675c240118a8ac408bbd2cba40948e665cd99e

Observation 9fe5ddf1-cca8-4b68-ba20-cd1907a2f28f · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:19.381950Z

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=2026-08-05T20:40:15.440147Z digest=sha256:9f0ec7396d6b4aaaa56abbdb701b7505475345f07ae42d95fec8bb29f92c8212

Observation ba5a52af-fa77-40c9-9add-8eca3c3d0b32 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:19.172465Z

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=2026-08-05T20:40:15.577797Z digest=sha256:82288da052dea90b85552302d2994b5b21ed5da1ef2985358f0da6f9f8b6ca48

Observation c79d0de0-92f2-4b51-bb09-c2126a590f31 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-05T20:40:15.710407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:40:15.710407Z digest=sha256:bb525262350835f1d6edaeac7b84b9f012937008f1b1d776f1b4dabef16aea27

Observation 1e053585-4615-4c0b-a1b9-9eeb10a4c2e6 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:18.990707Z

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=2026-08-05T20:40:15.911148Z digest=sha256:33c1db1def7769676862c08488049e9498b2d3382e5dae1c030bf226110ce303

Observation 0879751d-60c0-4473-acdb-b22d5360d8c8 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:18.764012Z

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=2026-08-05T20:40:16.013680Z digest=sha256:9442fd8a4367a2d5e103bf1f003ea9bdf852f002ef9829164d217b5a81f7c211

Observation 3b10d2e0-a875-43c9-ace7-fc2ecb84ee3f · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:18.531283Z

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=2026-08-05T20:40:16.125177Z digest=sha256:d871353252b062e2790f216fcc1435fa4df630c0e39c87487af212271f4ac145

Observation fbfe8054-1f23-4c74-934c-4d18f727782b · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:18.312391Z

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=2026-08-05T20:40:16.260323Z digest=sha256:b98a69a830643c242e45c7115fc47abf12977236cc08355013a1f6dde125a4ad

Observation 5c2b2cf8-e73f-48db-9963-6b52dfc9f741 · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:18.123873Z

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=2026-08-05T20:40:16.408076Z digest=sha256:c1a5b0a01f2aa5bb6b0e70b6abea0d7b3f29587cf219f935f9a811ac23558ee2

Observation 411800bd-b955-41c0-ae1e-a077de7f36dd · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:17.898316Z

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=2026-08-05T20:40:16.507752Z digest=sha256:bc29d1866d1fa2fe03d89eaa5a47140587d91c116e148974cf64f66765a2a5f3

Observation 7b033f9a-88b0-4bd4-938a-e3c0d9947dbe · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-05T20:40:16.609991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:40:16.609991Z digest=sha256:34e0ea160162be72cd7ca375c6d9437d5ef6c1370713801de1bc3c6dc1682d3c

Observation 4d886c87-9a65-4c33-a862-87d4fd1e4e7d · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:17.704137Z

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=2026-08-05T20:40:16.715873Z digest=sha256:f682618fa055510dd6d8f5f124c97b04850a45b4284fdfa218c828306ee71ed4

Observation 58f4c374-b810-46ea-979c-3a784711b9fd · outbound

This paper cites an unresolved cited work.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:40:17.519569Z

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=2026-08-05T20:40:16.865265Z digest=sha256:b7581ead6a987b83f16f5dcdfed7d1f561799ab2b3d251452a9339026b8c2c04

Observation 16aa359b-3f6b-44f8-8eff-c4e7666a2502 · outbound

This paper cites In Proceedings of the First Workshop on Measurement, Privacy, and Mobility.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection In Proceedings of the First Workshop on Measurement, Privacy, and Mobility

Reference 2012

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:40:24.364305Z

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=2026-08-05T20:40:12.989433Z digest=sha256:c43f50d77d5ec0f8e1d1f52526127cc3b24dfa24f4896eea9544caa7aea75895

Observation 0b901a86-7d4f-4c24-a65d-906ee1afb40d · outbound

This paper cites Inductive Representation Learning on Temporal Graphs.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection Inductive Representation Learning on Temporal Graphs

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-05T20:40:15.818739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:40:15.818739Z digest=sha256:2d3a27e61df1022644d3bf28e2fe8be9833f9a0d9743127bc4214181a8434c60

Observation d1cad990-374b-494d-a2ed-cd8f1b552c58 · outbound

This paper cites IEEE Transactions on Neural Networks and Learning Systems 34, 8 (2023), 4153–4166.

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection IEEE Transactions on Neural Networks and Learning Systems 34, 8 (2023), 4153–4166

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-05T20:40:14.720170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:40:14.720170Z digest=sha256:51212094ff6e613dc2a1157f24322d8233ac5fbc4cf0391d67820112d9cc9a63

Pith citing papers

No inbound Pith citation observations are available.