Paper Citation Record · LEDGER

Optimal Spatial Anomaly Detection

As of 8 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2510.22330.

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

pith.paper-citation-record.v1
2510.22330 v3

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T08:17:06.256188Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

54 of 54 outbound references displayed

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verified fuzzy0
unresolved54
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malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b30531d1-850c-42da-9c03-8e0a71578568 · outbound

This paper cites M., De Ruijter, W.

Optimal Spatial Anomaly Detection M., De Ruijter, W

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T08:16:59.272303Z

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Observation 03324a42-4c5c-43a1-be16-acb9ad4e54ab · outbound

This paper cites (2006) Graph cuts and efficient ND image segmentation.

Optimal Spatial Anomaly Detection (2006) Graph cuts and efficient ND image segmentation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T08:16:59.363752Z

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Observation 3c01099a-7b61-41ab-a7b4-61d95728024b · outbound

This paper cites M., Demko, A.

Optimal Spatial Anomaly Detection M., Demko, A

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T08:16:59.507919Z

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Observation 752ad779-c287-4ee2-866f-4ccc5e1b37e6 · outbound

This paper cites H., Zhang, R., and Yau, C.

Optimal Spatial Anomaly Detection H., Zhang, R., and Yau, C

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T08:16:59.654885Z

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Observation ed938a56-fd13-46bd-b1b6-52cd9facb248 · outbound

This paper cites C., Monselesan, D.

Optimal Spatial Anomaly Detection C., Monselesan, D

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T08:16:59.806362Z

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Observation 3f0091e5-e2d4-4bb7-9a23-8e65a1c3b26d · outbound

This paper cites and Fryzlewicz, P.

Optimal Spatial Anomaly Detection and Fryzlewicz, P

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T08:16:59.948952Z

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Observation 03a8d110-9f1b-4534-acfd-b1994f08e898 · outbound

This paper cites J., Good, S.

Optimal Spatial Anomaly Detection J., Good, S

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:00.097071Z

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Observation e3717c24-71b8-4523-a5da-77d1d53f4a77 · outbound

This paper cites an unresolved cited work.

Optimal Spatial Anomaly Detection Unresolved cited work

Reference 8

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Observation 04a0463c-0ff1-417c-85fd-9dcd58f98f5f · outbound

This paper cites T., Eckley, I.

Optimal Spatial Anomaly Detection T., Eckley, I

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:00.391602Z

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Observation d0ac9b9f-47d9-47b2-9b16-0c297d66d8dc · outbound

This paper cites Rapid Deforestation and Burned Area Detection using Deep Multimodal Learning on Satellite Imagery.

Optimal Spatial Anomaly Detection Rapid Deforestation and Burned Area Detection using Deep Multimodal Learning on Satellite Imagery

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:00.512125Z

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Observation c3f1ddb9-a0c7-4b98-9d10-0f03468e9819 · outbound

This paper cites (2014) Wild binary segmentation for multiple change-point detection.

Optimal Spatial Anomaly Detection (2014) Wild binary segmentation for multiple change-point detection

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:00.634192Z

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Observation 00d47b38-4d94-45ef-bc19-8b94c861a0b3 · outbound

This paper cites and Reimherr, M.

Optimal Spatial Anomaly Detection and Reimherr, M

Reference 12

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Observation 78957a42-c1e1-4ab7-871d-2e26377b0567 · outbound

This paper cites (2023) Using an anomaly detection approach for the segmentation of colorectal cancer tumors in whole slide images.

Optimal Spatial Anomaly Detection (2023) Using an anomaly detection approach for the segmentation of colorectal cancer tumors in whole slide images

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:00.862353Z

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Observation 0892c1fb-9c70-469c-8ca1-bad567f1d1e8 · outbound

This paper cites (2022) Anomaly detection-inspired few-shot medical image segmentation through self-supervision with supervoxels.

Optimal Spatial Anomaly Detection (2022) Anomaly detection-inspired few-shot medical image segmentation through self-supervision with supervoxels

Reference 14

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Observation 97d849ca-23ac-40eb-b77d-72d3cfb9486e · outbound

This paper cites J., Sen Gupta, A., Oliver, E.

Optimal Spatial Anomaly Detection J., Sen Gupta, A., Oliver, E

Reference 15

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Observation 79c63deb-f627-406d-b082-c4fce3ed10d2 · outbound

This paper cites D., Barnes, D., Arabhi, S., Alt, A., Gioumousis, P., Gwin, E., Sangtrakulcharoen, P., Tan, L.

Optimal Spatial Anomaly Detection D., Barnes, D., Arabhi, S., Alt, A., Gioumousis, P., Gwin, E., Sangtrakulcharoen, P., Tan, L

Reference 16

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Observation 191e57dd-8e7d-4721-b6c6-237f0d644fe0 · outbound

This paper cites B., Bachman, S.

Optimal Spatial Anomaly Detection B., Bachman, S

Reference 17

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Observation c3f46f19-7090-4048-b42a-94d167394598 · outbound

This paper cites an unresolved cited work.

Optimal Spatial Anomaly Detection Unresolved cited work

Reference 18

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Observation 8927abf8-9311-425a-8451-b6724381210f · outbound

This paper cites an unresolved cited work.

Optimal Spatial Anomaly Detection Unresolved cited work

Reference 19

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Observation 788a8c4b-c993-4ffc-8285-e96274352178 · outbound

This paper cites and Eckley, I.

Optimal Spatial Anomaly Detection and Eckley, I

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:01.808249Z

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Observation bfb67fca-06fb-4d32-83ec-c1b3203a6c38 · outbound

This paper cites and Meyer, M.

Optimal Spatial Anomaly Detection and Meyer, M

Reference 21

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Observation 622b3e11-4871-442a-9f16-689696ba99f4 · outbound

This paper cites (2023) Seeded binary segmentation: a general methodology for fast and optimal changepoint detection.

Optimal Spatial Anomaly Detection (2023) Seeded binary segmentation: a general methodology for fast and optimal changepoint detection

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:02.060324Z

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Observation 5a512462-5862-4b11-87a4-da272011eb99 · outbound

This paper cites (1997) A spatial scan statistic.

Optimal Spatial Anomaly Detection (1997) A spatial scan statistic

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:02.213294Z

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Observation 84829184-1f01-4e80-8d38-fe969a83f95e · outbound

This paper cites R., Willis, J.

Optimal Spatial Anomaly Detection R., Willis, J

Reference 24

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Observation 5e7fd994-66a5-4402-9637-881879afb3b1 · outbound

This paper cites L., Takahashi, K., Watkins, A.

Optimal Spatial Anomaly Detection L., Takahashi, K., Watkins, A

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:02.465716Z

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Observation 17424ddf-4f0a-443e-bb78-51394aae712e · outbound

This paper cites Z., Wang, J.

Optimal Spatial Anomaly Detection Z., Wang, J

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:02.582289Z

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Observation 9c8c5096-741a-488f-8b47-e62576cb9aed · outbound

This paper cites (2023) A strong 2023/24 El Niño is staged by tropical Pacific Ocean heat content buildup.

Optimal Spatial Anomaly Detection (2023) A strong 2023/24 El Niño is staged by tropical Pacific Ocean heat content buildup

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:02.698860Z

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Observation 8fab31ec-bc2b-4d62-b3f7-66af9e525585 · outbound

This paper cites H., Yu, Y., and Rinaldo, A.

Optimal Spatial Anomaly Detection H., Yu, Y., and Rinaldo, A

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:02.851370Z

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Observation 37dc4d32-c6d3-4f8d-bd4a-bbd5d9c95278 · outbound

This paper cites (2017) On optimal multiple changepoint algorithms for large data.

Optimal Spatial Anomaly Detection (2017) On optimal multiple changepoint algorithms for large data

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:02.986398Z

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Observation ea10e33b-2201-45b4-9b48-f0d58010786f · outbound

This paper cites (2018) The 2017 record marine heatwave in the southwestern Atlantic shelf.

Optimal Spatial Anomaly Detection (2018) The 2017 record marine heatwave in the southwestern Atlantic shelf

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:03.109726Z

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Observation 64f7d28b-f34c-4112-a935-5235723bd72c · outbound

This paper cites G., Hendon, H.

Optimal Spatial Anomaly Detection G., Hendon, H

Reference 31

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Observation 18d95fa3-1d31-4d18-bf52-2a8334b5ddf7 · outbound

This paper cites E., Pershing, A., Brown, C.

Optimal Spatial Anomaly Detection E., Pershing, A., Brown, C

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:03.358194Z

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Observation b29cd4bc-87b8-484b-b62e-2ef3788bce2a · outbound

This paper cites and Goto, H.

Optimal Spatial Anomaly Detection and Goto, H

Reference 33

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Observation 5c774900-1a35-4015-a262-fa3bf1ff83ee · outbound

This paper cites Adaptive Block-Based Change-Point Detection for Sparse Spatially Clustered Data with Applications in Remote Sensing Imaging.

Optimal Spatial Anomaly Detection Adaptive Block-Based Change-Point Detection for Sparse Spatially Clustered Data with Applications in Remote Sensing Imaging

Reference 34

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Observation 8d4c11ff-ef45-477d-bda0-04974ee5b56e · outbound

This paper cites and Patti, B.

Optimal Spatial Anomaly Detection and Patti, B

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:03.691956Z

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Observation 20f4c060-9bcf-4382-9c62-3f3b93fbbc3f · outbound

This paper cites and Wernberg, T.

Optimal Spatial Anomaly Detection and Wernberg, T

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:03.805283Z

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Observation 28fa3376-2036-4a91-a08a-284fa15df369 · outbound

This paper cites and Sen Gupta, A.

Optimal Spatial Anomaly Detection and Sen Gupta, A

Reference 37

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Observation 97186f58-2e4a-4db9-9d75-1eaaea840556 · outbound

This paper cites and Taillie, C.

Optimal Spatial Anomaly Detection and Taillie, C

Reference 38

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Observation c3fc740b-47ee-4b1a-9123-80da347de3cb · outbound

This paper cites and Schleussner, C.F.

Optimal Spatial Anomaly Detection and Schleussner, C.F

Reference 39

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Observation df26221e-9a60-4439-b11e-4174b28b0302 · outbound

This paper cites and Brox, T.

Optimal Spatial Anomaly Detection and Brox, T

Reference 40

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Observation beab00e0-5cc3-4cf8-8c8f-b444a7cdca0a · outbound

This paper cites (2005) A flexibly shaped spatial scan statistic for detecting clusters.

Optimal Spatial Anomaly Detection (2005) A flexibly shaped spatial scan statistic for detecting clusters

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:04.445979Z

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Observation 4ce6d8b0-8e0b-49f5-a2ed-2c30c74ce2e4 · outbound

This paper cites (1992) Consistency results in multiple change-point problems, Ph.D.

Optimal Spatial Anomaly Detection (1992) Consistency results in multiple change-point problems, Ph.D

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:04.606118Z

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Observation 6abf22ba-978a-4b29-80e8-46ec8119c915 · outbound

This paper cites an unresolved cited work.

Optimal Spatial Anomaly Detection Unresolved cited work

Reference 43

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Observation b6e9e2e4-caae-4e8a-b5ed-d67746a2e65d · outbound

This paper cites (2024) The state of the ocean in the northeastern Atlantic and adjacent seas.

Optimal Spatial Anomaly Detection (2024) The state of the ocean in the northeastern Atlantic and adjacent seas

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:04.920803Z

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Observation 5939c269-8d81-4b13-a429-f91e6d4ebdd2 · outbound

This paper cites (1981) Detection 'disorder' in multidimensional random processes.

Optimal Spatial Anomaly Detection (1981) Detection 'disorder' in multidimensional random processes

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:05.038117Z

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Observation f8fb0782-ffbc-46d0-afab-57011cfe300d · outbound

This paper cites (2022) Unsupervised image anomaly detection and segmentation based on pretrained feature mapping.

Optimal Spatial Anomaly Detection (2022) Unsupervised image anomaly detection and segmentation based on pretrained feature mapping

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:05.177833Z

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Observation ace45b7e-7a7a-486c-b1f1-50cf9d405b79 · outbound

This paper cites and Samworth, R.

Optimal Spatial Anomaly Detection and Samworth, R

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:05.308233Z

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Observation b8ad84ec-4c76-40ec-9c35-c7eb910bc377 · outbound

This paper cites and Song, M.

Optimal Spatial Anomaly Detection and Song, M

Reference 48

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Observation 9dc7a076-6bb8-4442-830d-78abbd967181 · outbound

This paper cites and Rinaldo, A.

Optimal Spatial Anomaly Detection and Rinaldo, A

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:05.595907Z

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Observation ffa5ca47-6458-45a6-a748-8f1553381a00 · outbound

This paper cites (1988) Estimating the number of change-points via Schwarz' criterion.

Optimal Spatial Anomaly Detection (1988) Estimating the number of change-points via Schwarz' criterion

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:05.738044Z

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Observation ef9db592-dc5f-4285-bc1f-30d6b7565a32 · outbound

This paper cites and Rinaldo, A.

Optimal Spatial Anomaly Detection and Rinaldo, A

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:05.874820Z

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Observation e759cc7f-a338-4765-ae3c-03f7155597a6 · outbound

This paper cites (2010) Spatial scan statistics adjusted for multiple clusters.

Optimal Spatial Anomaly Detection (2010) Spatial scan statistics adjusted for multiple clusters

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:06.024066Z

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Observation 972faf66-a980-4884-a35f-c173bd97b9b0 · outbound

This paper cites F., Ng, W.

Optimal Spatial Anomaly Detection F., Ng, W

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T08:17:06.125405Z

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Observation b89f1db3-7cce-4e70-b564-985dc6f77ba9 · outbound

This paper cites an unresolved cited work.

Optimal Spatial Anomaly Detection Unresolved cited work

Reference 54

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