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Paper Citation Record · LEDGER

CoBAD: Modeling Collective Behaviors for Human Mobility Anomaly Detection

As of 7 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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:11.634809Z digest=sha256:fd79d5a92c30155650ad8e54c876c336d81783ffa725e4fecdd3723c53472f9a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:11.707958Z digest=sha256:f2c4f1e6d7e213c4a2badc6b75acae24b33ffa442b9516832e5721a31c7f7905

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:11.783498Z digest=sha256:3a3f6aabc5593e86887dc1876b7b2e970ac4adfe376d788d7f8c65d524351f57

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:11.861998Z digest=sha256:accffd627329a83f3a48cc2f7b55d790c2c707e9c4f415f343aa40419b462ad7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:11.957552Z digest=sha256:aea8c95b41efd8a4bb426841f8f224aef0a1655da212576bbfc1392d3f66414d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:12.040187Z digest=sha256:6365adb07a1c949bfaee4b487e370c076f5c9f096f79aea565d0c11252b8c904

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:12.137466Z digest=sha256:eaee6a5ca6ff116778ba1d698f4931999f10e34fffb37db4730e6bdb41b142ed

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:12.206834Z digest=sha256:d992b3376e2432d0d00954921d6fdec1bdc22f56935797c5ff2705384bb80e64

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:12.296502Z digest=sha256:4c2fc21c90fc715f6f9097dfa662bacaeb8dab9167e015ea11c31468cb1d85e8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:12.382934Z digest=sha256:2d09c8b5adf5dc077d7a1b102377ba19223f9f343c3c0ce63d8251c349a5cdcd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:12.454682Z digest=sha256:7fbd1dc79fcbbceda7546b8bdc016c73348707cc719c97096e0762b3b61f7f6d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:12.553749Z digest=sha256:d9cf6d1921cf2229e5ae27908955e1da76f4d5010bb1db7e789855b7a31880be

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=sha256:1ea98d593e1aa86537328be73262e7234851d99e2f5ad0a683fab9b404bc4a71

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:12.715623Z digest=sha256:2833a096893a095a1114f8f0fd3745f8fc5a591735f427247eb52b3e893cba13

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:12.807844Z digest=sha256:dbd758e13f9b2609d3fd0ff64a32bc58d25c598d323672a1d479c6423defcb7f

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=sha256:0699892f91ab884bb26e9496914d57b5803ae69c23a45f6fab70ddccfca47891

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:13.050030Z digest=sha256:f66bc7753bbd56fdda59df58b2d87be4b47646f1eaf705e3f5595d5e103599eb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:13.119523Z digest=sha256:db969722faa3e3f6693444555c36db04a9f9e8781bbf8e9531de9e7a2e6367f6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:13.179349Z digest=sha256:c9fe8451e3f97b12900e0824749f7259327d1ebd20839e2c2b82078a36ea2e72

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=sha256:5a03805b668ad52b3159c13b5fb779716a92caf9015698d6bda97d4c072c6d08

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:13.334610Z digest=sha256:7011c7ea6ce2b4f236b705fd7c682d728c032bb7713c292c46b3a1f1d28a7b99

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:13.427842Z digest=sha256:5f9b72e0bd10ff2260d297b339701c237d713bf3951ae425f5569ced88acb57a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:13.489561Z digest=sha256:f1002ce4a18ffef88f9ad5ac64f3b224614d9158a2c5b2d05429eabd40e8107e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:13.557742Z digest=sha256:d719c769493b9fda47f761d261028c728d19f19168b70ee1961694bc148b88e6

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=sha256:72b7a4643ace32e5798a10123a0f1093b69b829d3a8aa47ea2c94c30a156cb2e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:13.711314Z digest=sha256:58917111ead6d288c6e2205f1d0c6d41548d00c2db2c886aa6d5992520b656a7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:13.803605Z digest=sha256:4a8375ca556a076d2a489f41d271d6414bf7c62280c264667d8916c21c3cf434

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:13.843133Z digest=sha256:3fd933579dabb0f03226e489e08789ef18ad34c2f44cc0a71906bb3e5981dc82

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:13.958601Z digest=sha256:a8bff15f018566b0e3f2bf14d8949c168f5646a2bf633e6fe16b447c0d12c05d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:14.022924Z digest=sha256:138f10d80363ca405d763b5ed513ad780e35798d0984f37b11806252f9b69bb4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:14.113624Z digest=sha256:9a839857a408d89ab9f47beac071c6be52064c7c5b81b43d48c5145c67ff8e23

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:14.207850Z digest=sha256:2c3b354ad8dec1181e5071ed4b35d7176a7396e0ce3b26eb722e3ea03bf83963

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:14.267725Z digest=sha256:362a876746f78b8de5921d67433afdacc2f321ad446a5e91fc8e0aec8b5f777d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:14.336464Z digest=sha256:8894768c0188b86722d48979255bdd91e0621c4dac19f4fb4bf6a7876ff72f13

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:14.454370Z digest=sha256:89ce982ac088037cfd7da821fe8eedab74241329f806afad48f0d2f3d46d5fcc

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=sha256:1860469878f511ba08e841c4ec971bafee5f612b73760bc6829b1452249d72d8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:14.624893Z digest=sha256:a279595e910d554e269106c48c3bf9fecdc78bd372ce31a58e4f9f426c27ffb1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:14.785129Z digest=sha256:4b83d53a0d2dea751d70ef96986f0251a882ca39ee4092cddb441691d205c22a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:14.887396Z digest=sha256:b671e3c693abf93259b5cec98d0a4d18e3821ae92344a0a0397db342fd88615f

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=sha256:26ec643e6d1b7507a59de9f9b4bb8745a92efd5638d2dabd3b4d6dc33550f860

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=sha256:7f2d3904ad312eeded2a566dd08ddcdaf4d789153415df1d3eed81f68add0dfa

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:15.139538Z digest=sha256:ab2a3f1d85ab3431745c32be21f3ffe957ce6b16aeba7bbe02288dc7fbb72ea6

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:d01216b9e2d95bebbdc46ed14979f8d7c18108a261322923615ea4ebf29413df

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:15.298336Z digest=sha256:1dd3173d6a14c0456ad3ee7498993869ff05e837159a7fe7bd17ae5673985ce0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:15.387349Z digest=sha256:fe92588216b5184c4b3de7353aa17a236647f359bc139971db52a59e003adf05

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:15.440147Z digest=sha256:f6fab5bf8890987c94a9571c3267614ab15bb5eea04fe17cc4238765226a5350

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:15.577797Z digest=sha256:f4195aa0e22f75ef89d58cdcfc1f5d791f943be6a1dcb69314efda79c39b800f

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=sha256:574e87360bca407e9b82b68625685564555baf5c3f431cc41d5413ff9fabb0b5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:15.911148Z digest=sha256:b3bc6b197e9d319b93b07908a1fe4dc46906f3802ce4c26a28d3998e55e3dadb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:16.013680Z digest=sha256:5853dd023aeb49d7d7138dea644292165c989fd77397aa2ea6e158c49fd56fb3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:16.125177Z digest=sha256:7233186e767135e74c22d38c2452be5565e5abe4f848c0d41c8c6896b9b00102

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:16.260323Z digest=sha256:86c9ea603ff19e3a3081e6c004d3ff22de3778cb50b1617658f4c16ba0939705

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:16.408076Z digest=sha256:2f3a445337c87445c0dcd484c863067b49dbc3238c847cf0d029cdb7ad828922

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:16.507752Z digest=sha256:f931a334e6d894b2292b09a1688a3f653918c93691d63d948c21f9b6bf60466c

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=sha256:25111a90730e395abf1064c7e92e287740ef0305b1284fc0e85bbd51dc4ecb2b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:16.715873Z digest=sha256:7f7ccd30afc4b95b2a381ce9540a9e848675b0eb42bc4a343f827412deff3895

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:16.865265Z digest=sha256:4ee65c518be884bde522f54d41542a52b7e4b0963319ea4ab6648b391a8b7ef0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:40:12.989433Z digest=sha256:121fa1455fe04b3e5d8391d1dbff4816d293a8569ce11ae6f48dc407e1abce78

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=sha256:24ed58acccb689f2dac51fc901f90c29886206ea8d9053c9a7cda5d6de719d9c

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=sha256:33a59dcca19016260aebd2d66ed57a537a73cdfb7b16a1e98efba55db90e6a8e

Pith citing papers

No inbound Pith citation observations are available.