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Paper Citation Record · LEDGER

Structured AI Decision-Making in Disaster Management

As of 9 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2509.01576.

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

pith.paper-citation-record.v1
2509.01576 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:28:46.408590Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

51 of 51 outbound references displayed

  • verified exact12
  • verified fuzzy15
  • unresolved12
  • parse uncertain0
  • malformed identifier9
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation be9533bd-5760-47c8-aaee-61ef7afd64af · outbound

This paper cites Procedia Environmental Sciences 20, 658–667 (2014) https://doi.org/10.1016/j.proenv.2 014.03.079.

Structured AI Decision-Making in Disaster Management Procedia Environmental Sciences 20, 658–667 (2014) https://doi.org/10.1016/j.proenv.2 014.03.079

Reference 1

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Observation 6e44ecad-9a72-4026-87a9-d5fc08cc979f · outbound

This paper cites Machine Learning and Knowledge Extraction 4(2), 446–473 (2022) https://doi.org/10.3 390/make4020020.

Structured AI Decision-Making in Disaster Management Machine Learning and Knowledge Extraction 4(2), 446–473 (2022) https://doi.org/10.3 390/make4020020

Reference 2

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Observation b872c0bf-fd96-4910-8025-c8499647fc66 · outbound

This paper cites In: Proceedings of the Twenty- Eighth Florida Artificial Intelligence Research Society Conference.

Structured AI Decision-Making in Disaster Management In: Proceedings of the Twenty- Eighth Florida Artificial Intelligence Research Society Conference

Reference 3

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Observation acf807a6-b216-4a5a-9432-319f7a932a18 · outbound

This paper cites lessons learned from three case studies in aviation, social care and road vehicles.

Structured AI Decision-Making in Disaster Management lessons learned from three case studies in aviation, social care and road vehicles

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 4748bdaa-85fa-471a-9c73-8e85eea45968 · outbound

This paper cites International Journal of Public Health and Clinical Sciences (2019).

Structured AI Decision-Making in Disaster Management International Journal of Public Health and Clinical Sciences (2019)

Reference 5

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 2f11445a-7a59-4f8a-b37a-f42728a5be5a · outbound

This paper cites Ergonomics 43, 1153–1166 (2000).

Structured AI Decision-Making in Disaster Management Ergonomics 43, 1153–1166 (2000)

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 7e7acb0d-dc24-4207-bcb9-60a4af710251 · outbound

This paper cites Scientific Reports 14(1), 29033 (2024) https://doi.org/10.1 038/s41598-024-80586-w.

Structured AI Decision-Making in Disaster Management Scientific Reports 14(1), 29033 (2024) https://doi.org/10.1 038/s41598-024-80586-w

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e8f1b9fa-a455-4008-a52d-8805a28af55a · outbound

This paper cites Scientific Reports 13(1), 8091 (2023) https://doi.org/10.1038/s41598-023-34874-6.

Structured AI Decision-Making in Disaster Management Scientific Reports 13(1), 8091 (2023) https://doi.org/10.1038/s41598-023-34874-6

Reference 8

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verified exact
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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 6d41e797-4aaa-4124-9401-98239c6f324a · outbound

This paper cites Scientific Reports 12(1), 16286 (2022) https://doi.org/10.1038/s41598-022-19637-z.

Structured AI Decision-Making in Disaster Management Scientific Reports 12(1), 16286 (2022) https://doi.org/10.1038/s41598-022-19637-z

Reference 9

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 4ea331c8-51a6-4075-a819-3b918cae4200 · outbound

This paper cites Scientific Reports 14(1), 17606 (2024) https://doi.org/10.1038/s41598-024-67886-x.

Structured AI Decision-Making in Disaster Management Scientific Reports 14(1), 17606 (2024) https://doi.org/10.1038/s41598-024-67886-x

Reference 10

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 032afa70-0103-4a56-ae33-859278bb74d0 · outbound

This paper cites IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 1699–1702 (2020) 36.

Structured AI Decision-Making in Disaster Management IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 1699–1702 (2020) 36

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation cac750ed-c558-45f7-9a60-9895db8cdb8e · outbound

This paper cites Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response.

Structured AI Decision-Making in Disaster Management Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f75090f7-3325-43d5-8c14-d212840433b0 · outbound

This paper cites Soft Computing 23(24), 13393–13408 (2019) https://doi.org/10.1007/s00500-019-03878-8.

Structured AI Decision-Making in Disaster Management Soft Computing 23(24), 13393–13408 (2019) https://doi.org/10.1007/s00500-019-03878-8

Reference 13

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 190b3ffd-b183-4c84-8706-969caeaf9890 · outbound

This paper cites In: Proceedings of the 2020 2nd International Conference on Image, Video and Signal Processing.

Structured AI Decision-Making in Disaster Management In: Proceedings of the 2020 2nd International Conference on Image, Video and Signal Processing

Reference 14

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 7c8f6193-bf3d-4a77-adef-c087dfee9cd7 · outbound

This paper cites CrisisMMD: Multimodal Twitter Datasets from Natural Disasters.

Structured AI Decision-Making in Disaster Management CrisisMMD: Multimodal Twitter Datasets from Natural Disasters

Reference 15

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Source-reported events for the cited work

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Observation 7430e3eb-30f1-4bb9-b859-7f749d9a2150 · outbound

This paper cites IEEE Access 11, 72037– 72049 (2023) https://doi.org/10.1109/ACCESS.2023.3294474.

Structured AI Decision-Making in Disaster Management IEEE Access 11, 72037– 72049 (2023) https://doi.org/10.1109/ACCESS.2023.3294474

Reference 16

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Observation 2e412f07-56e8-4215-9e6f-60cd22df25b1 · outbound

This paper cites xBD: A Dataset for Assessing Building Damage from Satellite Imagery.

Structured AI Decision-Making in Disaster Management xBD: A Dataset for Assessing Building Damage from Satellite Imagery

Reference 17

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Observation 95ff8dbb-411c-4d38-abf9-9dc0f18c00ad · outbound

This paper cites Scientific Data 10(1) (2023) https://doi.org/10.1038/s41597-023-02799-4.

Structured AI Decision-Making in Disaster Management Scientific Data 10(1) (2023) https://doi.org/10.1038/s41597-023-02799-4

Reference 18

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 7f85014d-720c-4138-9ce3-6a689356b6e5 · outbound

This paper cites Large-scale Building Damage Assessment using a Novel Hierarchical Transformer Architecture on Satellite Images.

Structured AI Decision-Making in Disaster Management Large-scale Building Damage Assessment using a Novel Hierarchical Transformer Architecture on Satellite Images

Reference 19

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Observation b6a2acfe-1156-483d-8e4c-eb8d772f9895 · outbound

This paper cites Information Systems Frontiers 12, 49–65 (2010) https://doi.org/ 10.1007/s10796-009-9174-z.

Structured AI Decision-Making in Disaster Management Information Systems Frontiers 12, 49–65 (2010) https://doi.org/ 10.1007/s10796-009-9174-z

Reference 20

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Observation 4a35123a-f70a-4bce-998e-e8927928b5c4 · outbound

This paper cites International Journal of Disaster Risk Reduction51, 101762 (2020) https://doi.org/10.1016/j.ijdrr.2020.101762.

Structured AI Decision-Making in Disaster Management International Journal of Disaster Risk Reduction51, 101762 (2020) https://doi.org/10.1016/j.ijdrr.2020.101762

Reference 21

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Observation 8abbf13b-091d-4db2-a8c9-9a966b2fb856 · outbound

This paper cites International Journal of Disaster Risk Reduction 95, 103831 (2023) https://doi.org/10.1016/ j.ijdrr.2023.103831 37.

Structured AI Decision-Making in Disaster Management International Journal of Disaster Risk Reduction 95, 103831 (2023) https://doi.org/10.1016/ j.ijdrr.2023.103831 37

Reference 22

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Observation 5bd61b88-5cca-437c-9880-163cb5385625 · outbound

This paper cites IEEE Access 7, 54595–54614 (2019) https://doi.org/10.1109/ACCESS.2019.29 13340.

Structured AI Decision-Making in Disaster Management IEEE Access 7, 54595–54614 (2019) https://doi.org/10.1109/ACCESS.2019.29 13340

Reference 23

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation edda4f1f-0ad3-449c-a3db-13d6bb31fb94 · outbound

This paper cites Information Systems Journal 33(1), 34–55 (2023) https://doi.org/10.1111/isj.12350 https://onlinelibrary.wiley.com/doi/pdf/10.1111/isj.12350.

Structured AI Decision-Making in Disaster Management Information Systems Journal 33(1), 34–55 (2023) https://doi.org/10.1111/isj.12350 https://onlinelibrary.wiley.com/doi/pdf/10.1111/isj.12350

Reference 24

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e5b71d90-16e5-4229-8d77-ce64f7a11bc5 · outbound

This paper cites SAE International Journal of Transportation Safety 4(1), 15–24 (2016) https://doi.org/10.4271/2016-01-0128.

Structured AI Decision-Making in Disaster Management SAE International Journal of Transportation Safety 4(1), 15–24 (2016) https://doi.org/10.4271/2016-01-0128

Reference 25

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Observation 9f311e83-a233-4ee3-be6a-a324d8716916 · outbound

This paper cites Rand Corporation, ??? (2017).

Structured AI Decision-Making in Disaster Management Rand Corporation, ??? (2017)

Reference 26

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Observation 20a5e5e2-0573-4625-b3b2-43f625021d3a · outbound

This paper cites Transport Reviews 39(1), 103–128 (2019) https://doi.org/10.1080/01441647.2018.1494640 https://doi.org/10.1080/01441647.2018.1494640.

Structured AI Decision-Making in Disaster Management Transport Reviews 39(1), 103–128 (2019) https://doi.org/10.1080/01441647.2018.1494640 https://doi.org/10.1080/01441647.2018.1494640

Reference 27

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e2040379-8f22-4804-a92a-86727ffedae3 · outbound

This paper cites Ethics and information technology 6, 175–183 (2004).

Structured AI Decision-Making in Disaster Management Ethics and information technology 6, 175–183 (2004)

Reference 28

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Observation 8b1f8c92-f4a1-4462-a073-3d2d6e667871 · outbound

This paper cites Law, Innovation and Technology 6(2), 193–220 (2014).

Structured AI Decision-Making in Disaster Management Law, Innovation and Technology 6(2), 193–220 (2014)

Reference 29

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 53765d8b-67b8-43a1-938c-886c059d865f · outbound

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Structured AI Decision-Making in Disaster Management Unresolved cited work

Reference 30

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 8d2984d0-a09a-47ca-9a2a-846df8863087 · outbound

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Structured AI Decision-Making in Disaster Management Unresolved cited work

Reference 31

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 65af8193-a4ac-4ef2-bd24-f0129848d5e2 · outbound

This paper cites Law, Innovation and Technology 9(1), 1–44 (2017).

Structured AI Decision-Making in Disaster Management Law, Innovation and Technology 9(1), 1–44 (2017)

Reference 32

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation f234dbe9-6de2-42ff-a570-ceae7f7a6a33 · outbound

This paper cites Technological Forecasting and Social Change 167, 120686 (2021) https://doi.or g/10.1016/j.techfore.2021.120686.

Structured AI Decision-Making in Disaster Management Technological Forecasting and Social Change 167, 120686 (2021) https://doi.or g/10.1016/j.techfore.2021.120686

Reference 33

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation c8bb7887-d863-4815-859d-1b8846f3557b · outbound

This paper cites an unresolved cited work.

Structured AI Decision-Making in Disaster Management Unresolved cited work

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation f417686f-4761-4302-a70b-3c6bb6a8ffb8 · outbound

This paper cites Journal of Military Ethics 13(3), 211–227 (2014) https://doi.org/10.1080/1502 7570.2014.975010 https://doi.org/10.1080/15027570.2014.975010.

Structured AI Decision-Making in Disaster Management Journal of Military Ethics 13(3), 211–227 (2014) https://doi.org/10.1080/1502 7570.2014.975010 https://doi.org/10.1080/15027570.2014.975010

Reference 35

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation ee28143e-4a26-47c3-9e79-e3d8d1cfb86d · outbound

This paper cites Regulation & Governance 15(4), 1071–1091 (2021) https://doi.org/10.1111/re go.12344 https://onlinelibrary.wiley.com/doi/pdf/10.1111/rego.12344.

Structured AI Decision-Making in Disaster Management Regulation & Governance 15(4), 1071–1091 (2021) https://doi.org/10.1111/re go.12344 https://onlinelibrary.wiley.com/doi/pdf/10.1111/rego.12344

Reference 36

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation d5324cd6-3dc0-4653-99c6-d4184d229c3c · outbound

This paper cites Center for a New American Security Washington, DC (2016).

Structured AI Decision-Making in Disaster Management Center for a New American Security Washington, DC (2016)

Reference 37

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation d31400fd-f715-4c87-aaab-13a5de23bb8c · outbound

This paper cites Central European Journal of International & Security Studies 12(3) (2018).

Structured AI Decision-Making in Disaster Management Central European Journal of International & Security Studies 12(3) (2018)

Reference 38

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 36d87987-1a07-4e40-aea3-a15bd86653b0 · outbound

This paper cites Information Systems Frontiers 25(1), 123–141 (2023) https://doi.org/10.1007/ s10796-022-10251-y.

Structured AI Decision-Making in Disaster Management Information Systems Frontiers 25(1), 123–141 (2023) https://doi.org/10.1007/ s10796-022-10251-y

Reference 39

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation c10ac18a-23e1-4f3d-b944-8775bd5171a0 · outbound

This paper cites AI Perspectives 1(1), 3 (2019) https://doi.org/10.1186/s42467-019-0003-z.

Structured AI Decision-Making in Disaster Management AI Perspectives 1(1), 3 (2019) https://doi.org/10.1186/s42467-019-0003-z

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2dd268ea-86ec-4e0d-b82b-b0a5a221f987 · outbound

This paper cites Information Fusion 99, 101896 (2023) https://doi.org/10.1016/j.in ffus.2023.101896.

Structured AI Decision-Making in Disaster Management Information Fusion 99, 101896 (2023) https://doi.org/10.1016/j.in ffus.2023.101896

Reference 41

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malformed identifier
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:28:45.017077Z digest=sha256:4bd4cf3dfad23e39e577f80251d4024130f73adb5f2d4dbc703b1dcddca32dd4

Observation 8dd600c9-db73-4d78-8ae7-5beb060e6ffc · outbound

This paper cites Quarterly Journal of Computational Technologies for Healthcare 6(8), 1–26 (2021).

Structured AI Decision-Making in Disaster Management Quarterly Journal of Computational Technologies for Healthcare 6(8), 1–26 (2021)

Reference 42

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 4690817c-9b16-4e60-9f7c-3576ab318171 · outbound

This paper cites Neural Computing and Applications 35(2), 1607–1627 (2023) https://doi.org/10.1007/s00521-022 -07790-5.

Structured AI Decision-Making in Disaster Management Neural Computing and Applications 35(2), 1607–1627 (2023) https://doi.org/10.1007/s00521-022 -07790-5

Reference 43

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 58c1107d-cb85-4e59-8909-b2a0510c1d82 · outbound

This paper cites Deep Residual Learning for Image Recognition.

Structured AI Decision-Making in Disaster Management Deep Residual Learning for Image Recognition

Reference 44

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no resolver link, observed 2026-08-05T12:28:45.423841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a216f57d-aaff-4a94-ac25-3ce0b65af3d0 · outbound

This paper cites https://www.tensor flow.org/api docs/python/tf/keras/preprocessing/text/Tokenizer.

Structured AI Decision-Making in Disaster Management https://www.tensor flow.org/api docs/python/tf/keras/preprocessing/text/Tokenizer

Reference 45

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verified fuzzy
raw_fallback, observed 2026-08-05T12:28:51.421441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:28:45.594310Z digest=sha256:4774eada8a792a7a1a841fceb2b4d349a1929fbf4f1d0b468c0a8c5b0c3c52c8

Observation 3667f84d-8c14-4aa8-a9c0-c4f8b13f8afd · outbound

This paper cites Accessed: August 2024 (2014).

Structured AI Decision-Making in Disaster Management Accessed: August 2024 (2014)

Reference 46

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verified fuzzy
raw_fallback, observed 2026-08-05T12:28:51.293446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:28:45.711910Z digest=sha256:85691290ac6276d1e972409f1d36a5abd7d68abd69b30dc3781a58d739133f8d

Observation 7a73ba98-4437-4747-9693-93772e783165 · outbound

This paper cites In: Moschitti, A., Pang, B., Daelemans, W.

Structured AI Decision-Making in Disaster Management In: Moschitti, A., Pang, B., Daelemans, W

Reference 47

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no resolver link, observed 2026-08-05T12:28:45.861906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a20e4dfe-c6ab-493c-923d-dfcecb19fc13 · outbound

This paper cites https: //pytorch.org/vision/stable/index.html.

Structured AI Decision-Making in Disaster Management https: //pytorch.org/vision/stable/index.html

Reference 48

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verified fuzzy
raw_fallback, observed 2026-08-05T12:28:51.155374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:28:46.017462Z digest=sha256:85f332df336dbb022bf320483b6d2109d668e06343b428cffdcfa9b175835c6e

Observation 77e0d0ef-9883-4f9e-9395-2582501dc646 · outbound

This paper cites Journal of Machine Learning Research 12, 2825–2830 (2011).

Structured AI Decision-Making in Disaster Management Journal of Machine Learning Research 12, 2825–2830 (2011)

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:28:51.023956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T12:28:46.144007Z digest=sha256:e1ba2463b3f5fcf3480e1bd23d51b5d5d8bde6d22c68fe966216a8ed094eba45

Observation 8cc01326-b345-42c5-b8a7-a6e35d96ee52 · outbound

This paper cites OpenAI Gym.

Structured AI Decision-Making in Disaster Management OpenAI Gym

Reference 50

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unresolved
no resolver link, observed 2026-08-05T12:28:46.264794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:28:46.264794Z digest=sha256:ec790ab7c07faf3e2118be430784635d36ef6092076ed4ef25aab8c42f33b346

Observation fb538c23-f11e-4350-97be-2124acce72db · outbound

This paper cites Asynchronous Methods for Deep Reinforcement Learning.

Structured AI Decision-Making in Disaster Management Asynchronous Methods for Deep Reinforcement Learning

Reference 51

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unresolved
no resolver link, observed 2026-08-05T12:28:46.408590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:28:46.408590Z digest=sha256:fa7e66c540cd4257f306df675e09a7e7f7896997cad18baf83236121082cc0ac

Pith citing papers

No inbound Pith citation observations are available.